딥러닝/딥러닝 모델(6)
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PyTorch로 Transformer 구현하기
In [ ]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F Ref¶ Transformer paper(Attention Is All You Need): https://arxiv.org/abs/1706.03762 cs231n transformer slide: http://cs231n.stanford.edu/slides/2021/lecture_11.pdf ..
2022.12.07 -
PyTorch로 EfficientNet 구현하기
In [1]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F Ref¶ Efficient Net paper: https://arxiv.org/abs/1905.11946 how to make EfficientNet with PyTorch(Youtuber: Aladdin Persson): https://www.youtube.com/watch?v=fR_0o25..
2022.12.07 -
PyTorch로 ResNet 구현하기
In [1]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F ref¶ paper: https://arxiv.org/abs/1512.03385?context=cs ref(how to make ResNet with PyTorch, youtuber: Aladdin Persson): https://www.youtube.com/watch?v=DkNIBBBvcPs..
2022.12.07 -
PyTorch로 GoogLeNet 구현하기
In [6]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F Ref¶ paper: https://arxiv.org/abs/1409.4842 ref(how to make GoogLeNet with PyTorch, youtuber: Aladdin Persson): https://www.youtube.com/watch?v=uQc4Fs7yx5I&list=PLh..
2022.12.07 -
PyTorch로 VGG network 구현하기
In [2]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F Ref¶ paper: https://arxiv.org/pdf/1409.1556.pdf youtube(Aladdin Persson): https://www.youtube.com/watch?v=ACmuBbuXn20&list=PLhhyoLH6IjfxeoooqP9rhU3HJIAVAJ3Vz&index=..
2022.12.07 -
PyTorch로 딥러닝 모델 구현하는 방법(LeNet)
In [2]: # my github: https://github.com/withAnewWorld/models_from_scratch # my blog # https://self-deeplearning.blogspot.com/ # https://self-deeplearning.tistory.com/ import torch import torch.nn as nn import torch.nn.functional as F Ref¶ LeNet paper: http://vision.stanford.edu/cs598_spring07/papers/Lecun98.pdf Youtube(Aladdin Persson): https://www.youtube.com/watch?v=fcOW-Zyb5Bo&list=PLhhyoLH6I..
2022.12.07