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Artificial Intelligence/Framework 1

[PyTorch] class ๊ธฐ๋ฐ˜ ๋ชจ๋ธ ๊ตฌํ˜„ ๋ฐฉ๋ฒ•

class ModelName(nn.Module): def __init__(self): super().__init__() # ์ฝ”๋“œ ์ž‘์„ฑ ๋ถ€๋ถ„ def forward(self): # ์ฝ”๋“œ ์ž‘์„ฑ ๋ถ€๋ถ„ nn.Module - ๋ชจ๋“  ์‹ ๊ฒฝ๋ง ๋ชจ๋“ˆ์˜ ๊ธฐ๋ณธ์ด ๋˜๋Š” ํด๋ž˜์Šค - ๋ชจ๋ธ ๊ตฌํ˜„ ์‹œ ์ด ํด๋ž˜์Šค๋ฅผ ์ƒ์†๋ฐ›์•„ ์‚ฌ์šฉํ•ด์•ผ ํ•จ(should) - nn.Module ํด๋ž˜์Šค๋Š” ๋‹ค๋ฅธ nn.Module ์•ˆ์—์„œ ์‚ฌ์šฉ๋  ์ˆ˜ ์žˆ์Œ - Linear, Dropout, LayerNorm ๋“ฑ ๋ชจ๋ธ ์ƒ์„ฑ์— ์“ฐ์ด๋Š” ์—ฌ๋Ÿฌ ๊ธฐ๋Šฅ ํฌํ•จ __init__ - ์‹ ๊ฒฝ๋ง ๊ตฌ์„ฑ ์š”์†Œ๋ฅผ ์ •์˜ํ•˜๊ธฐ ์œ„ํ•ด ์‚ฌ์šฉ - โœ… super().__init__(): ๋ถ€๋ชจ ํด๋ž˜์Šค(nn.Module)๋ฅผ ํ˜ธ์ถœํ•˜๋Š” ์—ญํ• ๋กœ ์ด ๋ถ€๋ถ„์„ ์ž‘์„ฑํ•˜์ง€ ์•Š๊ณ  self.๋ณ€์ˆ˜๋ช… = ~ ์„ ์‚ฌ์šฉํ•  ๊ฒฝ์šฐ ์—๋Ÿฌ ๋ฐœ..

Artificial Intelligence/Framework 2022.09.16
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