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beginner_source/introyt.rst ๋ฒˆ์—ญ (#568)
beginner_source/introyt.rst ๋ฒˆ์—ญ (#568)
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โ€Žbeginner_source/introyt.rstโ€Ž

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`Training Models <introyt/trainingyt.html>`_ ||
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`Model Understanding <introyt/captumyt.html>`_
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Introduction to PyTorch - YouTube Series
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PyTorch ์†Œ๊ฐœ - YouTube ์‹œ๋ฆฌ์ฆˆ
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========================================
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Authors:
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`Brad Heintz <https://github.com/fbbradheintz>`_
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This tutorial follows along with the `PyTorch Beginner Series <https://www.youtube.com/playlist?list=PL_lsbAsL_o2CTlGHgMxNrKhzP97BaG9ZN>`_ on youtube.
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๋ฒˆ์—ญ:
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`๊น€ํƒœํ˜• <https://github.com/kimtaehyeong>`_
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`This tutorial assumes a basic familiarity with Python and Deep Learning concepts.`
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์ด ํŠœํ† ๋ฆฌ์–ผ์€ YouTube `ํŒŒ์ดํ† ์น˜ ์ดˆ๋ณด์ž ์‹œ๋ฆฌ์ฆˆ <https://www.youtube.com/playlist?list=PL_lsbAsL_o2CTlGHgMxNrKhzP97BaG9ZN>`_ ์™€ ํ•จ๊ป˜ ์ด์–ด์ง‘๋‹ˆ๋‹ค.
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Running the Tutorial Code
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`์ด ํŠœํ† ๋ฆฌ์–ผ์€ ํŒŒ์ด์ฌ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ๊ฐœ๋…์— ๋Œ€ํ•œ ๊ธฐ๋ณธ์ ์ธ ์ง€์‹์ด ์žˆ๋‹ค๊ณ  ๊ฐ€์ •ํ•ฉ๋‹ˆ๋‹ค.`
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ํŠœํ† ๋ฆฌ์–ผ ์ฝ”๋“œ ์‹คํ–‰ํ•˜๊ธฐ
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-------------------------
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You can run this tutorial in a couple of ways:
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์ด ํŠœํ† ๋ฆฌ์–ผ์€ ๋ช‡ ๊ฐ€์ง€ ๋ฐฉ๋ฒ•์œผ๋กœ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:
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- **In the cloud**: This is the easiest way to get started! Each section has a Colab link at the top, which opens a notebook with the code in a fully-hosted environment. Pro tip: Use Colab with a GPU runtime to speed up operations *Runtime > Change runtime type > GPU*
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- **Locally**: This option requires you to setup PyTorch and TorchVision first on your local machine (`installation instructions <https://pytorch.org/get-started/locally/>`_). Download the notebook or copy the code into your favorite IDE.
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- **ํด๋ผ์šฐ๋“œ์—์„œ ์‹คํ–‰ํ•˜๊ธฐ**: ์ด ๋ฐฉ๋ฒ•์ด ๊ฐ€์žฅ ์‰ฝ๊ฒŒ ์‹œ์ž‘ํ•  ์ˆ˜ ์žˆ๋Š” ๋ฐฉ๋ฒ•์ž…๋‹ˆ๋‹ค! ๊ฐ ์„น์…˜์€ ๋งจ ์œ„์— Colab ๋งํฌ๊ฐ€ ์žˆ์œผ๋ฉฐ, ์ด ๋งํฌ๋Š” ์™„์ „ํžˆ ํ˜ธ์ŠคํŠธ๋œ ํ™˜๊ฒฝ์—์„œ ์ฝ”๋“œ๊ฐ€ ์žˆ๋Š” notebook ํŒŒ์ผ์„ ์—ฝ๋‹ˆ๋‹ค. ์ „๋ฌธ๊ฐ€ ํŒ: GPU ๋Ÿฐํƒ€์ž„๊ณผ ํ•จ๊ป˜ Colab์„ ์‚ฌ์šฉํ•˜์—ฌ ์—ฐ์‚ฐ ์†๋„ ํ–ฅ์ƒ์‹œํ‚ค๊ธฐ *๋Ÿฐํƒ€์ž„ > ๋Ÿฐํƒ€์ž„ ์œ ํ˜• ๋ณ€๊ฒฝ > GPU ์„ ํƒ*
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- **๋กœ์ปฌ์—์„œ ์‹คํ–‰ํ•˜๊ธฐ**: ์ด ์˜ต์…˜์„ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋จผ์ € ๋กœ์ปฌ ์ปดํ“จํ„ฐ์—์„œ PyTorch ๋ฐ TorchVision์„ ์„ค์ •ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค(`์„ค์น˜ ๊ฐ€์ด๋“œ <https://pytorch.org/get-started/locally/>`_). notebook ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œ ํ•˜๊ฑฐ๋‚˜ ์ž์‹ ์ด ์ข‹์•„ํ•˜๋Š” IDE์— ์ฝ”๋“œ๋ฅผ ๋ณต์‚ฌํ•˜์„ธ์š”.
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.. include:: /beginner_source/introyt/tocyt.txt
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1. `Introduction to PyTorch <introyt/introyt1_tutorial.html>`_
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2. `Introduction to PyTorch Tensors <introyt/tensors_deeper_tutorial.html>`_
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3. `The Fundamentals of Autograd <introyt/autogradyt_tutorial.html>`_
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4. `Building Models with PyTorch <introyt/modelsyt_tutorial.html>`_
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5. `PyTorch TensorBoard Support <introyt/tensorboardyt_tutorial.html>`_
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6. `Training with PyTorch <introyt/trainingyt.html>`_
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7. `Model Understanding with Captum <introyt/captumyt.html>`_
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8. `Production Inference Deployment with PyTorch <https://www.youtube.com/watch?v=Dk88zv1KYMI>`_ (video only)
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1. `PyTorch ์†Œ๊ฐœ <introyt/introyt1_tutorial.html>`_
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2. `PyTorch Tensor ์†Œ๊ฐœ <introyt/tensors_deeper_tutorial.html>`_
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3. `Autograd ๊ธฐ์ดˆ <introyt/autogradyt_tutorial.html>`_
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4. `PyTorch๋ฅผ ์ด์šฉํ•œ ๋ชจ๋ธ ๊ตฌ์„ฑ <introyt/modelsyt_tutorial.html>`_
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5. `PyTorch TensorBoard ์ง€์› <introyt/tensorboardyt_tutorial.html>`_
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6. `PyTorch ๋ชจ๋ธ ํ•™์Šต <introyt/trainingyt.html>`_
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7. `Captum์„ ์‚ฌ์šฉํ•œ ๋ชจ๋ธ ์ดํ•ด <introyt/captumyt.html>`_
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8. `PyTorch๋ฅผ ์‚ฌ์šฉํ•œ ํ”„๋กœ๋•์…˜ ์ถ”๋ก  ๋ฐ ๋ฐฐํฌ <https://www.youtube.com/watch?v=Dk88zv1KYMI>`_ (๋น„๋””์˜ค ์ „์šฉ)

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