Boost spaCy Speed with `nlp.pipe` 🚀
Learn how to speed up spaCy pipelines with `nlp.pipe` for efficient processing of large texts. Includes benchmarks and tips.
Explosion
4.5K views • May 4, 2022
About this video
Speed matters when you're working on large sets of texts. That's why we recommend users use `nlp.pipe`.
- [00:00]: First Benchmarks
- [00:31]: First speedup: nlp.pipe
- [01:12]: Next speedup: n_processes
- [01:45]: Caveats
THIS TUTORIAL
● spaCy docs on Processing Text: https://spacy.io/usage/processing-pipelines#processing
● API docs on nlp.pipe: https://spacy.io/api/language#pipe
FOLLOW US
● Explosion: https://twitter.com/explosion_ai
● Subscribe to our newsletter: http://eepurl.com/hZyFbf
● We offer new services! spaCy Custom Solutions✨ https://explosion.ai/custom-solutions
- [00:00]: First Benchmarks
- [00:31]: First speedup: nlp.pipe
- [01:12]: Next speedup: n_processes
- [01:45]: Caveats
THIS TUTORIAL
● spaCy docs on Processing Text: https://spacy.io/usage/processing-pipelines#processing
● API docs on nlp.pipe: https://spacy.io/api/language#pipe
FOLLOW US
● Explosion: https://twitter.com/explosion_ai
● Subscribe to our newsletter: http://eepurl.com/hZyFbf
● We offer new services! spaCy Custom Solutions✨ https://explosion.ai/custom-solutions
Video Information
Views
4.5K
Duration
2:22
Published
May 4, 2022
User Reviews
3.8
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