“…Unfortunately, even for simple logistic regression models and small neural networks, Criteo's initial TensorFlow implementations saw inference time increase by 100, going from 300 microseconds to 30 milliseconds. Nicolas Kowalski and Axel Antoniotti outline how Criteo approached this issue, discussing how Criteo profiled its model to understand its bottleneck; why commonly shared solutions such as optimizing TensorFlow build for the target hardware, freezing and cleaning up the model, and using accelerated linear algebra (XLA) ended up being lackluster; and how Criteo rewrote is models from scratch, reimplementing cross-features and hashing functions using low-level TF operations in order to factorize as much as possible all TensorFlow nodes in its model."…”

“…In this sweeping and provocative look at the history of European aversion to America, Andrei Markovits argues that understanding the ubiquity of anti-Americanism since September 11, 2001, requires an appreciation of such sentiments among European elites going back at least to July 4, 1776. While America's policies under George W. …”

“…They are building on but going beyond their earlier work to bring the sexual and racial contracts together. …”

“…To this end, psychoanalysts have been going out to give presentations of their work to various psychiatric departments, in the hope of building up increasing understanding both of current developments in analytic thinking, and of how analysts can learn from psychiatric colleagues. …”

“…The chapters range from computing issues to technological implementations, going through event detection strategies and new indices and measurement methods that contribute significantly to the advancement of PQ analysis. …”

“…What impact did Bolshevist rule have on Emma Goldmans’s perception of the Russian Revolutions of 1917 and why did she change her mind, going from defending the Russian Revolution to becoming a crusader against Bolshevism? …”

“…Present and future needs can be met by systems that go beyond the market and state. With experiments and struggle, a growing pluriverse of commoners from Europe and the US to the Global South and cyberspace are demonstrating some fundamentally new ways of thinking, being and acting. …”

“…This monograph intends to go beyond these caricatural representations and adopts an anthropological perspective on the daily lives of so-called hardcore-kids, but also on all the collective mediations deployed to build the world of hardcore punk…”

“…The study focuses on structural aspects on the one hand, such as legal and organisational elements, and aspects of agency on the other hand, examining the social practices and processes going on at the frontside and the backside of the administrative asylum system. …”

“…A crucial component of Earth system approaches is the development of coupled data assimilation of satellite observations to ensure consistent initialization at the interface between the different subsystems. Going towards strongly coupled data assimilation involving all Earth system components is a subject of active research. …”

“…It provided for the first time a complete, unified and coherent theoretical approach for the explanation of the moiré phenomenon, starting from the basics of the theory, but also going in depth into more advanced research results. …”

“…Skillfully balancing scholarship and accessibility, Burnout for Experts is a go-to resource for health psychologists, social workers, psychiatrists, and organizational, industrial, and clinical psychologists…”

“…Third, this study presents a new framework for planning, evaluating, and managing refugee crises in urban settings, both in the Syrian refugee crisis as well as other such situations going forward. Fourth, it provides concrete recommendations for how to better support the needs of Syrian urban refugees in Jordan and Lebanon and for how to rethink refugee-assistance coordination around the world for improved effectiveness in the future. …”

“…These are questions that we try to clarify in the course of this text, going through relatively recent works already considered classic in geographical thought, and others perhaps less expressive at the national level, but also very important for the constitution of the current perspectives of approaching the territory and territoriality. …”

“…Whether you're a top Hollywood filmmaker or a first-time documentarian, at some point you are going to want to find, use, and license third-party materials--images, audio, or music that you yourself did not create--to use them in your work. …”

“…Nelson, QuickBooks All-in-One 2021 For Dummies is the best-selling blue-chip go-to that will save you time and money--and will allow you to enjoy the fruits of your labors!…”

“…Finally, the last aspect concerns the practical aspects in the proper sense of the term, an essential complement to training going as far as know-how. We propose here a set of 5 practical works…”

“…And it looks at the implications of today's trends, such as whether investment is sufficient to satisfy the world's growing demand for energy, and whether enough capital is going into energy efficiency, renewable energy, and other low-carbon technologies to accelerate the pace of global energy transitions."…”

“…The inclusive design of domestic tax policies needs to go hand in hand with the implementation of international tax rules and mechanisms that prevent tax evasion and tax avoidance. …”

“…According to the OECD’s Going for Growth exercise, Portugal is among the OECD countries with the best recent track record of responsiveness to structural reform recommendations. …”