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Get to know Parallelization better with 4 real example sentences, the meaning.

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Parallelization in a sentence

Parallelization meaning

  1. The act of making things parallel.
  2. The act of making operations work in parallel, particularly in, but not limited to, computing.

Using Parallelization

  • The main meaning on this page is: The act of making things parallel. | The act of making operations work in parallel, particularly in, but not limited to, computing.
  • In the example corpus, parallelization often appears in combinations such as: parallelization and.

Context around Parallelization

  • Average sentence length in these examples: 20.5 words
  • Position in the sentence: 0 start, 2 middle, 2 end
  • Sentence types: 4 statements, 0 questions, 0 exclamations

Often before:

using 1× automatic 1× memory 1×

Sentence patterns with Parallelization

These short patterns come directly from the example sentences and show how the word is often embedded:

and automatic parallelization are also 1× overcome using parallelization and the 1× overhead from parallelization and to 1× shared memory parallelization 1×

Sentence openings and endings

Common sentence openings:

array dependence based 1× scalability limitations in 1× sun studio compilers 1× the goal is 1×

Common sentence endings:

an input sequence 1× are also performed 1× shared memory parallelization 1× the same page 1×

Words around Parallelization

Just before it in the word index:

parallelizable 6 parallelisms 2 parallelism 45 paralleling 27 parallelepiped 8 paralleled 60

Just after it in the word index:

parallelize 3 parallelizing 2 parallelled 2 parallelling 2 parallelly 3 parallelo 2

Similar in corpus frequency:

aaas 7 aacc 7 aacs 7 aafes 7 aah 7 aankh 7

Corpus analysis for Parallelization

  • In this selection, "parallelization" usually appears in the middle of the sentence. The average example has 20.5 words, and this corpus slice is mostly made up of statements.
  • Around the word, using, automatic and memory stand out and add context to how "parallelization" is used.
  • Recognizable usage signals include and automatic parallelization are also and overcome using parallelization and the. That gives this page its own corpus information beyond isolated example sentences.
  • By corpus frequency, "parallelization" sits close to words such as aaas, aacc and aacs, which helps place it inside the broader word index.

Example types with parallelization

The same corpus examples are grouped by length and sentence type, making it easier to see the contexts in which the word appears:

Short example sentences

Sun Studio compilers and tools implemented the OpenMP specification for shared memory parallelization. (13 words)

Array dependence based optimizations such as automatic vectorization and automatic parallelization are also performed. (14 words)

The goal is to maximize the download rate while minimizing the overhead from parallelization and to avoid repeated downloads of the same page. (23 words)

Longer example sentences

Scalability limitations in training natural language processing (NLP) models are overcome using parallelization and the attention mechanism of transformer models, which accounts for context and prioritizes different parts of an input sequence. (32 words)

The goal is to maximize the download rate while minimizing the overhead from parallelization and to avoid repeated downloads of the same page. (23 words)

Array dependence based optimizations such as automatic vectorization and automatic parallelization are also performed. (14 words)

Example sentences (4)

Scalability limitations in training natural language processing (NLP) models are overcome using parallelization and the attention mechanism of transformer models, which accounts for context and prioritizes different parts of an input sequence.

Array dependence based optimizations such as automatic vectorization and automatic parallelization are also performed.

Sun Studio compilers and tools implemented the OpenMP specification for shared memory parallelization.

The goal is to maximize the download rate while minimizing the overhead from parallelization and to avoid repeated downloads of the same page.

Common combinations with parallelization

These word pairs occur most frequently in English texts:

Frequently asked questions

How do you use "parallelization" in a sentence?
An example: "Scalability limitations in training natural language processing (NLP) models are overcome using parallelization and the attention mechanism of transformer models, which accounts for context and prioritizes different parts of an input sequence." This page contains 4 example sentences with the word "parallelization" from authentic English texts.
What does "parallelization" mean?
Parallelization means: The act of making things parallel.
How many example sentences with "parallelization" are there?
Voorbeeldzinnen.info contains 4 example sentences with "parallelization", drawn from a database of millions of English sentences.