Výsledky vyhledávání - "Rematerialization"

Akademický článek

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Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch

Autor: Zhao, Xunyi, Hellard, Théotime Le, Eyraud, Lionel, Gusak, Julia, Beaumont, Olivier

Publikováno v: ICML 2023
ICML 2023, Jul 2023, Honolulu (HI), United States

International audience; We propose Rockmate to control the memory requirements when training PyTorch DNN models. Rockmate is an automatic tool that starts from the model code and generates an equivalent model, using a predefined amount of memory for

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f4c1f643b26efcd6d439cb2b37fcd41
https://hal.science/hal-04095305v5/file/main.pdf

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Akademický článek

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Dissertation/ Thesis

Transcending Memories Beyond Borders: Carrying Memorabilia from Home to Abroad. : Transferring Personal Memorabilia for a Meaningful Cross-Country Experience.

Autor: Abeywickrama, Ruby

Collecting memorabilia has been a longstanding practice as it evolved around cultures and societies. Despite existing research about preserving memorabilia, meaningful preservation methods remain unclear due to the individual and idiosyncratic nature

Externí odkaz: http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-506074

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XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments

Autor: Manuela Schuler, Richard Membarth, Philipp Slusallek

Memory efficiency is crucial in training deep learning networks on resource-restricted devices. During backpropagation, forward tensors are used to calculate gradients. Despite the option of keeping those dependencies in memory until they are reused

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::df5a32f4152ab5d721c99e7b1369da1c
http://arxiv.org/abs/2212.09290

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From Disincorporation to Rematerialization: Breaking Bad and the Life of Cash

Autor: Joseph Conway

Publikováno v: Canadian Review of American Studies. 51:196-212

Global capitalism creates a culture of abstraction, described by Fredric Jameson as “a kind of cyberspace in which money capital has reached its ultimate dematerialization, as messages which pass instantaneously from one nodal point to another acro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::393bb1c5953f69bcee3576cef6e154f2
https://doi.org/10.3138/cras-2020-011