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Chapter 6 IMDB_LSTM_with_batching 성능

안녕하세요,

다름이 아니라 IMDB_LSTM_with_batching_completed.ipynb에서 나오는 IMDB의 예측 정확도와 제가 colab에서 위의 노트북 파일을 그대로 실행한 결과가 다르게 나오네요.

같은 데이터에 같은 Embedding 모델을 사용하고 코드도 동일한데 저는 epoch를 10번 실행하는 동안 성능이 24~5%에 그칩니다.

혹시 pytorch가 업데이트 되면서 코드가 수정되어야 하는 부분이 있는것인지 궁금합니다.

image

확인해 주시면 감사하겠습니다.

8장 ResNet 단순한 선형 모델 만들기 fc_in_size = 8192

fc_in_size = 8192

for epoch in range(1, 10):
----> 4 epoch_loss, epoch_accuracy = fit(epoch,fc,trn_feat_loader,phase='training')

RuntimeError: mat1 dim 1 must match mat2 dim 0 에러 발생!

ResNet34의 fc.in_features가 512인데 8192로 설정해서 발생하는 것 아닌가요?

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