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Problem: Traditational CNN models are much slower than YOLOv7 due their complex multi-stage pipeline
Solution: YOLOv7 is 509% faster and has 2% higher accuracy than Mask-R CNN Model
It requires s…
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I am trying to train ELMO on small dataset and want to freeze all the top layers i.e., cnn,highway network layers and 1st LSTM. I am using restart.py to retrain and i don't have a clue how to freeze t…
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Traceback (most recent call last):
File "keyword_information_extraction/train.py", line 394, in
main()
File "keyword_information_extraction/train.py", line 166, in main
logger=logger,…
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源代码` https://github.com/allenai/bilm-tf.git `
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모델명: sejong_max_characters_per_token_4
options.json
```
{
"all_clip_norm_val": 10.0,
"batch_size": 128,
"bidirectional": true,
"char_cnn": {
"activation": "relu",
"embedding": {
…
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NLP나 이미지 연산중 가장 많이 사용하는 학습 모델 방식이 CNN이잖아요 Convolution의 개념이 NLP에서도 사용될 수 있나요? 사용 될 수 있다면 보통 어떤 형태의 레이어 구성을 갖고 있나요?
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I am doing a continuing learning framework with three tasks. And I noticed that each time I load the model and keep training in new tasks, it takes much longer than training from scratch. I am wonderi…
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https://arxiv.org/abs/1704.06904
http://cs231n.stanford.edu/reports/2017/pdfs/939.pdf
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batch size 64, killed by OS after 123 steps
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https://arxiv.org/abs/1704.06904
CVPR-2017 Spotlight