Wenjuan Han WinnieHAN
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| import math | |
| import pickle | |
| import torch | |
| import torch.nn.functional as F | |
| def gelu(x): | |
| '''Gaussian Error Linear Unit - a smooth version of RELU''' | |
| cdf = 0.5 * (1.0 + torch.erf(x / math.sqrt(2.0))) | |
| return x * cdf |
WinnieHAN
/ [training log]reproduce en-de translation from facebookresearch UnsupervisedMT
Created
January 13, 2019 15:50
train.log
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| INFO - 01/02/19 16:25:57 - 0:00:00 - ============ Initialized logger ============ | |
| INFO - 01/02/19 16:25:57 - 0:00:00 - attention: True | |
| attention_dropout: 0 | |
| back_dataset: {} | |
| back_directions: [] | |
| batch_size: 32 | |
| beam_size: 0 | |
| clip_grad_norm: 5 | |
| command: python main.py --n_enc_layers '5' --n_dec_layers '5' --share_lang_emb 'true' --share_output_emb 'true' --share_enc '5' --share_dec '5' --word_shuffle '3' --word_dropout '0.1' --word_blank '0.1' --langs 'de,en' --mono_dataset 'en:./data2/mono/all.en.tok.60000.pth,,;de:./data2/mono/all.de.tok.60000.pth,,' --para_dataset 'de-en:,./data2/para/dev/newstest2015-deen-src.XX.60000.pth,./data2/para/dev/newstest2016-deen-src.XX.60000.pth' --n_mono '-1' --mono_directions 'en,de' --pivo_directions 'de-en-de,en-de-en' --otf_ |