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log.txt
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training model_name with use_cuda=test-model, batch_size=True
teacher_forcing_schedule=[1. 0.93333333 0.86666667 0.8 0.73333333 0.66666667
0.6 0.53333333 0.46666667 0.4 0.33333333 0.26666667
0.2 0.13333333 0.06666667]
keep_prob=1.0, val_size=0.1, lr=0.001, vocab_limit=200, hidden_size=64, embedding_size=64, max_length=30, seed=14
creating trainign and validation datasets
vocab_limit 200
creating encoder-decoder model
0%| | 0/14 [00:00<?, ?it/s]epoch 0
100%|██████████| 14/14 [00:07<00:00, 2.16it/s]
C:\Users\elect\PycharmProjects\copynet-\venv\lib\site-packages\torch\nn\functional.py:52: UserWarning: size_average and reduce args will be deprecated, please use reduction='none' instead.
warnings.warn(warning.format(ret))
0%| | 0/2 [00:00<?, ?it/s]C:\Users\elect\PycharmProjects\copynet-\evaluate.py:19: UserWarning: volatile was removed and now has no effect. Use `with torch.no_grad():` instead.
input_variable = Variable(input_idxs[order, :][:, :max(input_lengths)], volatile=True)
100%|██████████| 2/2 [00:00<00:00, 6.10it/s]
=> <SOS><EOS>
val loss: 1.3768250302584835
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 1
100%|██████████| 14/14 [00:05<00:00, 2.57it/s]
100%|██████████| 2/2 [00:00<00:00, 6.18it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS><EOS>
val loss: 1.6701401193176246
----------------------------------------------------------------------------------------------------
epoch 2
100%|██████████| 14/14 [00:06<00:00, 2.22it/s]
100%|██████████| 2/2 [00:00<00:00, 6.59it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS><EOS>
val loss: 2.0138322572335623
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 3
100%|██████████| 14/14 [00:05<00:00, 2.42it/s]
100%|██████████| 2/2 [00:00<00:00, 6.44it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS><EOS>
val loss: 2.38712638357967
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 4
100%|██████████| 14/14 [00:05<00:00, 2.55it/s]
100%|██████████| 2/2 [00:00<00:00, 6.29it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。<EOS>
val loss: 2.678026606021817
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 5
100%|██████████| 14/14 [00:05<00:00, 2.28it/s]
100%|██████████| 2/2 [00:00<00:00, 5.67it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。<EOS>
val loss: 3.14565899013563
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 6
100%|██████████| 14/14 [00:05<00:00, 2.31it/s]
100%|██████████| 2/2 [00:00<00:00, 5.69it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。。<EOS>
val loss: 3.4954537455996784
----------------------------------------------------------------------------------------------------
epoch 7
100%|██████████| 14/14 [00:05<00:00, 2.56it/s]
50%|█████ | 1/2 [00:00<00:00, 6.64it/s]warning: Embedding dir exists, did you set global_step for add_embedding()?
100%|██████████| 2/2 [00:00<00:00, 6.67it/s]
=> <SOS>おはよう。。<EOS>
val loss: 3.84233443486346
----------------------------------------------------------------------------------------------------
epoch 8
100%|██████████| 14/14 [00:05<00:00, 2.36it/s]
100%|██████████| 2/2 [00:00<00:00, 5.46it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。。<UNK><UNK><UNK>ねねねねねねねねねねねねねねねねねねねねねね
val loss: 4.043395364413103
----------------------------------------------------------------------------------------------------
epoch 9
100%|██████████| 14/14 [00:05<00:00, 2.49it/s]
100%|██████████| 2/2 [00:00<00:00, 6.77it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。。<EOS>
val loss: 4.364338522490761
----------------------------------------------------------------------------------------------------
epoch 10
100%|██████████| 14/14 [00:05<00:00, 2.53it/s]
100%|██████████| 2/2 [00:00<00:00, 6.39it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。。<UNK><UNK><UNK>ねねねねねねねねねねねねねねねねねねねねねね
val loss: 4.833878778687308
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 11
100%|██████████| 14/14 [00:05<00:00, 2.46it/s]
100%|██████████| 2/2 [00:00<00:00, 6.60it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。。<EOS>
val loss: 5.016820011983433
----------------------------------------------------------------------------------------------------
epoch 12
100%|██████████| 14/14 [00:05<00:00, 2.49it/s]
100%|██████████| 2/2 [00:00<00:00, 6.50it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。<EOS>
val loss: 5.320059185253979
0%| | 0/14 [00:00<?, ?it/s]----------------------------------------------------------------------------------------------------
epoch 13
100%|██████████| 14/14 [00:05<00:00, 2.47it/s]
100%|██████████| 2/2 [00:00<00:00, 6.61it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。<EOS>
val loss: 5.920293800408185
----------------------------------------------------------------------------------------------------
epoch 14
100%|██████████| 14/14 [00:05<00:00, 2.59it/s]
100%|██████████| 2/2 [00:00<00:00, 6.71it/s]
warning: Embedding dir exists, did you set global_step for add_embedding()?
=> <SOS>おはよう。。<EOS>
val loss: 6.032016426933169
----------------------------------------------------------------------------------------------------
input=>こんにちは
=><SOS>こんにちは<EOS>
input=>おはようございます
=><SOS>おはよう<EOS>
input=>今日は良い天気ですね
=><SOS>今日は良い天気天気天気天気<UNK><UNK><UNK>ねねよねよねねよねねよねねよねねよねね
input=>今日は良い天気ですね。
=><SOS>今日は良い天気天気天気天気<UNK><UNK><UNK>ねねよねよねねよねねよねねよねねよねね
input=>元気ですか？
=><SOS>元気か？？？？<UNK><UNK><UNK><UNK>ねねねねねねねねねねねねねねねねねねね
input=>お腹が空きました。
=><SOS>お腹ががたたた<UNK><UNK><UNK>ねねねねねねねねねねねねねねねねねねねね
input=>綺麗な青空ですね。
=><SOS>綺麗な青空青空ねね<UNK><UNK><UNK><UNK>ねねよねよねねよねねよねねよねねよねね
input=>いってきます。
=><SOS>いってきききき<UNK><UNK><UNK><UNK>ねねねねねねねねねねねねねねねねねねね
input=>Quit
=><SOS>Quit<EOS>
Note: normal