Pytorch 1800 hidden layers 31 epochs

PyTorch Poetry Language Model.
Trained on approx 600,000 lines of poetry
http://bdp.glia.ca

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jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py –cuda –checkpoint=’/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-06-17T09-22-17/model-LSTM-emsize-1860-nhid_1860-nlayers_2-batch_size_20-epoch_30-loss_6.00-ppl_405.43.pt’

Mode: LSTM
Embedding size: 1860
Hidden Layers: 1860
Batch size: 20
Epoch: 30
Loss: 6.00
Perplexity: 405.43.pt

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jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py –cuda –checkpoint=’/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-06-17T09-22-17/model-LSTM-emsize-1860-nhid_1860-nlayers_2-batch_size_20-epoch_31-loss_6.00-ppl_405.39.pt’

Mode: LSTM
Embedding size: 1860
Hidden Layers: 1860
Batch size: 20
Epoch: 31
Loss: 6.00
Perplexity: 405.39.pt

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Ridges— Ourselves?

4
K-Town: ideality;
The train lost, “Aye man!
O old beggar, O perfect friend;
The bath-tub before the Bo’s’n resentments; pissing
rimed metaphors in the white pincers
scratching and whiten each of a clarity
in the sky the sacred hoof of eastward,
arc of the pestle through sobered the cliffs to the own world.

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TXT Version:

jhave@jhave-Ubuntu-pytorch-poet_Screencast 2017-06-07 20:16:49_model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_7-loss_6.02-ppl_412.27

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VIDEO Version:

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