Cov txheej txheem:

Lub hauv paus hauv kev kawm tob yog dab tsi?
Lub hauv paus hauv kev kawm tob yog dab tsi?

Video: Lub hauv paus hauv kev kawm tob yog dab tsi?

Video: Lub hauv paus hauv kev kawm tob yog dab tsi?
Video: Tshuaj theem vim li cas thiaj tau nqi ?/ Siv kho mob dab tsi?/paris polyphylla use for? 2024, Kaum ib hlis
Anonim

A kev kawm tob yog ib qho interface, tsev qiv ntawv lossis lub cuab yeej uas tso cai rau peb tsim kev kawm tob qauv yooj yim dua thiab sai dua, tsis tau nkag mus rau hauv cov ntsiab lus ntawm cov hauv paus algorithms. Lawv muab txoj hauv kev meej thiab meej rau kev txhais cov qauv siv cov khoom sib sau ua ntej thiab ua kom zoo dua.

Ntawm no, lub hom phiaj ntawm kev kawm tshuab yog dab tsi?

A Machine Learning Framework yog ib qho interface, tsev qiv ntawv lossis cov cuab yeej uas tso cai rau cov neeg tsim khoom tsim tshuab kev kawm cov qauv yooj yim, tsis tau nkag mus rau hauv qhov tob ntawm lub hauv paus algorithms.

Kuj Paub, dab tsi yog neural network moj khaum? Torch yog ib tug scientific xam lub moj khaum uas muaj kev txhawb nqa dav rau kev kawm tshuab algorithms. PyTorch yog qhov chaw nres nkoj rau Torch kev kawm tob lub moj khaum siv los tsim kev sib sib zog nqus neural networks thiab ua tiav tensor xam uas siab nyob rau hauv cov nqe lus ntawm complexity.

Ua raws li qhov no hauv kev xav, lub ntsiab lus twg yog qhov zoo tshaj rau kev kawm tob?

Sab saum toj 8 Deep Learning Frameworks

  1. TensorFlow. TensorFlow yog arguably ib qho ntawm qhov zoo tshaj plaws kev kawm sib sib zog nqus moj khaum thiab tau txais kev pom zoo los ntawm ob peb loj loj xws li Airbus, Twitter, IBM, thiab lwm yam vim hais tias ntawm nws cov heev yooj yim system architecture.
  2. Cafe.
  3. Microsoft Cognitive Toolkit/CNTK.
  4. Torch/PyTorch.
  5. MXNet.
  6. Chair.
  7. Keras.
  8. Deeplearning 4j.

Puas yog dl4j yog ib qho kev kawm tob?

Dab tuag Deeplearning 4j yog thawj coj mus muag-qib, qhib-qhov chaw, faib tob - kev kawm tsev qiv ntawv sau rau Java thiab Scala. Kev koom ua ke nrog Hadoop thiab Apache Spark, DL4J nqa AI rau kev lag luam ib puag ncig rau kev siv ntawm faib GPUs thiab CPUs.

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