Euisuk's Dev Log

ใ€Œ์„œ์ฟ  ๊ฐœ๋ฐœ๋…ธํŠธโญใ€

[๊ฟ€ํŒ] Velog ๊ธ€์”จ๋ฅผ ๋‚ด ๋งˆ์Œ๋Œ€๋กœ ๋ฐ”๊ฟ”๋ณด์ž! (์ƒ‰์ƒ, ํ˜•๊ด‘ํŽœ) ๐Ÿ”†

[๊ฟ€ํŒ] Velog ๊ธ€์”จ๋ฅผ ๋‚ด ๋งˆ์Œ๋Œ€๋กœ ๋ฐ”๊ฟ”๋ณด์ž! (์ƒ‰์ƒ, ํ˜•๊ด‘ํŽœ) ๐Ÿ”† ๐Ÿ’Œ Velog๋ฅผ ์—ด์‹ฌํžˆ ์ž‘์„ฑํ•˜๋˜ ๋„์ค‘ ๋ฌธ๋œฉ UI์—์„œ ์ œ๊ณต๋˜๋Š” ๊ธฐ๋Šฅ๋ง๊ณ  ๊ธ€์ž ์ƒ‰์ด๋‚˜ ํ˜•๊ด‘ํŽœ ๊ธฐ๋Šฅ์€ ์‚ฌ์šฉํ•  ์ˆ˜ ์—†์„๊นŒ ๊ณ ๋ฏผํ•˜๋˜ ์ค‘ ์ข‹์€ ๋ฐฉ๋ฒ•์„ ์ฐพ๊ฒŒ ๋˜์–ด ๊ฟ€ํŒ๐Ÿ ํ•œ๋ฒˆ ์ž‘์„ฑํ•ด๋ณด์•˜์Šต๋‹ˆ๋‹ค. ๊ธ€์ž ์ƒ‰์ƒ ๋ฐ”๊พธ๊ธฐ ๊ธ€์ž์˜ ์ƒ‰์ƒ์„ ๋ฐ”๊ฟ”์ฃผ๊ณ  ์‹ถ์„๋• ์•„๋ž˜์™€ ๊ฐ™์ด ๋ฐ”๊ฟ”์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ...

[ํŒŒ์ดํ† ์น˜] ํŒŒ์ดํ† ์น˜ ๊ธฐ์ดˆ ์š”์†Œ (ํ…์„œํŽธ)

[ํŒŒ์ดํ† ์น˜] ํŒŒ์ดํ† ์น˜ ๊ธฐ์ดˆ ์š”์†Œ (ํ…์„œํŽธ) ์˜ค๋Š˜์€ ํŒŒ์ดํ† ์น˜๋ฅผ ๋‹ค๋ฃจ๊ธฐ ์œ„ํ•ด ์ค‘์š”ํ•œ ๊ธฐ์ดˆ ์ง€์‹๋“ค ์ค‘ ํ…์„œ์— ๋Œ€ํ•ด ๋‹ค๋ฃจ์–ด๋ณผ ์˜ˆ์ •์ž…๋‹ˆ๋‹ค. Source : https://hadrienj.github.io/posts/Deep-Learning-Book-Series-2.1-Scalars-Vectors-Matrices-and-Tensors/ ํ…์„œ ...

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (3/3)

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (3/3) ์•ˆ๋…•ํ•˜์„ธ์š” :) ์˜ค๋Š˜์€ ์ง€๋‚œ๋ฒˆ ํฌ์ŠคํŒ…์— ์ด์–ด์„œ โ€œTransferring Inductive Bias Through Knowledge Distillationโ€ ๋…ผ๋ฌธ์— ๋Œ€ํ•œ ์ •๋ฆฌ๋ฅผ ์ด์–ด๋‚˜๊ฐ€ ๋ณด๋„๋ก ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค. ...

[๊ฐœ๋…] CPU, GPU, ๊ทธ๋ฆฌ๊ณ  GPU ์›๋ฆฌ

[๊ฐœ๋…] CPU, GPU, ๊ทธ๋ฆฌ๊ณ  GPU ์›๋ฆฌ CPU์™€ GPU ๋”ฅ๋Ÿฌ๋‹๊ณผ ๋จธ์‹ ๋Ÿฌ๋‹์„ ํ•™์Šตํ•˜๊ฑฐ๋‚˜ ์ž‘์—…ํ•  ๋•Œ GPU๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์€ ์ด์ œ ๋‹น์—ฐํ•˜๊ฒŒ ์—ฌ๊ฒจ์ง‘๋‹ˆ๋‹ค. ์‹ค์ œ๋กœ ์•„๋ž˜์™€ ๊ฐ™์€ ์ฝ”๋“œ๋กœ GPU๋‚˜ CPU๋ฅผ ์†์‰ฝ๊ฒŒ ์„ ํƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. 1 2 3 4 5 6 7 8 import torch # CUDA ์‚ฌ์šฉ ์—ฌ๋ถ€ ํ™•์ธ USE_CUDA = torch.cuda...

[Paper Review] Visualizing Data using t-SNE

[Paper Review] Visualizing Data using t-SNE ์„ ์ • ์ด์œ  ์˜ค๋Š˜ ๋ฆฌ๋ทฐ/๋ฒˆ์—ญ/๊ตฌํ˜„ํ•  ๋…ผ๋ฌธ์€ Visualizing Data using t-SNE์œผ๋กœ, 2008๋…„์— Geoffrey Hinton์ด ์ €์ž์ธ ๋…ผ๋ฌธ์ž…๋‹ˆ๋‹ค. t-SNE(t-Stochastic Nearest Neighbor)์€ ์ง€๊ธˆ๊นŒ์ง€๋„ ์‹œ๊ฐํ™”๋ฅผ ํ•˜๋Š” ๋ฐ ์ž์ฃผ ์‚ฌ์šฉ๋˜๋Š”...

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (2/3)

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (2/3) ์•ˆ๋…•ํ•˜์„ธ์š” :) ์˜ค๋Š˜์€ ์ง€๋‚œ๋ฒˆ ํฌ์ŠคํŒ…์— ์ด์–ด์„œ โ€œTransferring Inductive Bias Through Knowledge Distillationโ€ ๋…ผ๋ฌธ์— ๋Œ€ํ•œ ์ •๋ฆฌ๋ฅผ ์ด์–ด๋‚˜๊ฐ€ ๋ณด๋„๋ก ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค. ...

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (1/3)

[Paper Review] Transferring Inductive Bias Through Knowledge Distillation - (1/3) ์•ˆ๋…•ํ•˜์„ธ์š” :) ์˜ค๋Š˜ ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŒ…์œผ๋กœ ๋‹ค๋ค„๋ณผ ๋‚ด์šฉ์€ ์–ผ๋งˆ ์ „์— ํฅ๋ฏธ๋กญ๊ฒŒ ์ฝ์–ด๋ณด์•˜๋˜ โ€œTransferring Inductive Bias Through Knowledge Distillationโ€์ด๋ผ๋Š” ๋…ผ๋ฌธ์ธ...

[๊ธ€๋˜ 6๊ธฐ] ๊ธ€์“ฐ๋Š” ๊ฐœ๋ฐœ์ž ๋ชจ์ž„์— ์ฐธ๊ฐ€ํ•˜๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค!

[๊ธ€๋˜ 6๊ธฐ] ๊ธ€์“ฐ๋Š” ๊ฐœ๋ฐœ์ž ๋ชจ์ž„์— ์ฐธ๊ฐ€ํ•˜๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค! ์ธ์‚ฌ๋ง ์•ˆ๋…•ํ•˜์„ธ์š”! ์ €๋Š” Data Science์™€ Business Analytics์— ๊ด€์‹ฌ์ด ๋งŽ์€ ์„์‚ฌ์ƒ์ž…๋‹ˆ๋‹ค! :) ์ด๋ฒˆ์— ์ข‹์€ ๊ธฐํšŒ๊ฐ€ ์ƒ๊ฒจ ๊ธ€๋˜ 6๊ธฐ์— ์ฐธ๊ฐ€ํ•˜๊ฒŒ ๋˜์—ˆ๊ณ  ์ด๋ฅผ ๊ณ„๊ธฐ๋กœ ๋ธ”๋กœ๊ฑฐ๋ฅผ ํ–ฅํ•œ ํ•ญํ•ด๋ฅผ ๋– ๋‚˜๋ณด๋ คํ•ฉ๋‹ˆ๋‹ค!! ๊ธ€๋˜ ์†Œ๊ฐœ ๊ธ€๋˜ ํŽ˜์ด์Šค๋ถ (https://www.faceb...

[๋”ฅ๋Ÿฌ๋‹][๊ฐœ๋…์ •๋ฆฌ] Inductive Bias๋ž€?

[๋”ฅ๋Ÿฌ๋‹][๊ฐœ๋…์ •๋ฆฌ] Inductive Bias๋ž€? Inductive Bias Overview Inductive Bias๋ž€ ๋ฌด์—‡์ผ๊นŒ์š”? ์ตœ๊ทผ ๋…ผ๋ฌธ๋“ค์„ ๋ณด๋ฉด ๊ทธ๋ƒฅ Bias๋„ ์•„๋‹ˆ๊ณ  Inductive Bias๋ผ๋Š” ๋ง์ด ์ž์ฃผ ๋‚˜์˜ค๋Š” ๊ฒƒ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ๋Š”๋ฐ์š”! ์˜ค๋Š˜์€ ํ•ด๋‹น ๊ฐœ๋…์— ๋Œ€ํ•ด ์ •๋ฆฌํ•ด๋ณด๋Š” ์‹œ๊ฐ„์„ ๊ฐ€์ง€๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๊ณต๋ถ€ํ•˜๋ฉด์„œ ์ž‘์„ฑํ•œ ๊ธ€์ด๋ฏ€๋กœ ํ‹€๋ฆฐ ...