jhave@jhave-Ubuntu:~$ cd Documents/Github/pytorch-poetry-generation/word_language_model/ jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python main_May2017.py --cuda --data=data/ohhla INITIALIZING Directory: models/2017-05-01T09-51-48 Training batch size: 20 Test and validation batch size: 10 Data folder: data/ohhla Model folder: models/2017-05-01T09-51-48 Size of word embeddings: 200 Number of hidden units per layer: 200 Model: LSTM Number of layers: 2 Batch size: 20 Dropout: 0.2 ============================================= # of tokens in dictionary: 654390 Using : nn.CrossEntropyLoss() THCudaCheck FAIL file=/py/conda-bld/pytorch_1493435862418/work/torch/lib/THC/generic/THCStorage.cu line=66 error=2 : out of memory Traceback (most recent call last): File "main_May2017.py", line 195, in train() File "main_May2017.py", line 168, in train loss.backward() File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/autograd/variable.py", line 146, in backward self._execution_engine.run_backward((self,), (gradient,), retain_variables) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/thnn/auto.py", line 171, in backward grad_input = input.new().resize_as_(input) RuntimeError: cuda runtime error (2) : out of memory at /py/conda-bld/pytorch_1493435862418/work/torch/lib/THC/generic/THCStorage.cu:66 jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python main_May2017.py --cuda --data=data/2017 --emsize=2048 --nhid=512 --batch_size=20 INITIALIZING Directory: models/2017-05-01T09-55-07 Training batch size: 20 Test and validation batch size: 10 Data folder: data/2017 Model folder: models/2017-05-01T09-55-07 Size of word embeddings: 2048 Number of hidden units per layer: 512 Model: LSTM Number of layers: 2 Batch size: 20 Dropout: 0.2 ============================================= # of tokens in dictionary: 264307 Using : nn.CrossEntropyLoss() | epoch 1 | 200/ 5398 batches | lr 20.00 | ms/batch 334.58 | loss 9.43 | ppl 12418.50 | epoch 1 | 400/ 5398 batches | lr 20.00 | ms/batch 335.53 | loss 7.94 | ppl 2793.70 | epoch 1 | 600/ 5398 batches | lr 20.00 | ms/batch 334.48 | loss 7.45 | ppl 1714.57 | epoch 1 | 800/ 5398 batches | lr 20.00 | ms/batch 333.30 | loss 7.15 | ppl 1271.37 | epoch 1 | 1000/ 5398 batches | lr 20.00 | ms/batch 330.33 | loss 7.03 | ppl 1135.55 | epoch 1 | 1200/ 5398 batches | lr 20.00 | ms/batch 331.81 | loss 6.98 | ppl 1073.32 | epoch 1 | 1400/ 5398 batches | lr 20.00 | ms/batch 328.31 | loss 6.90 | ppl 992.18 | epoch 1 | 1600/ 5398 batches | lr 20.00 | ms/batch 330.02 | loss 6.74 | ppl 846.76 | epoch 1 | 1800/ 5398 batches | lr 20.00 | ms/batch 331.47 | loss 6.77 | ppl 869.33 | epoch 1 | 2000/ 5398 batches | lr 20.00 | ms/batch 328.51 | loss 6.68 | ppl 797.73 | epoch 1 | 2200/ 5398 batches | lr 20.00 | ms/batch 329.87 | loss 6.69 | ppl 801.03 | epoch 1 | 2400/ 5398 batches | lr 20.00 | ms/batch 327.48 | loss 6.62 | ppl 749.12 | epoch 1 | 2600/ 5398 batches | lr 20.00 | ms/batch 330.05 | loss 6.51 | ppl 672.18 | epoch 1 | 2800/ 5398 batches | lr 20.00 | ms/batch 327.91 | loss 6.48 | ppl 650.38 | epoch 1 | 3000/ 5398 batches | lr 20.00 | ms/batch 329.37 | loss 6.50 | ppl 665.36 | epoch 1 | 3200/ 5398 batches | lr 20.00 | ms/batch 329.91 | loss 6.45 | ppl 630.76 | epoch 1 | 3400/ 5398 batches | lr 20.00 | ms/batch 332.18 | loss 6.42 | ppl 611.51 | epoch 1 | 3600/ 5398 batches | lr 20.00 | ms/batch 331.06 | loss 6.28 | ppl 533.66 | epoch 1 | 3800/ 5398 batches | lr 20.00 | ms/batch 328.18 | loss 6.30 | ppl 546.37 | epoch 1 | 4000/ 5398 batches | lr 20.00 | ms/batch 329.19 | loss 6.28 | ppl 531.42 | epoch 1 | 4200/ 5398 batches | lr 20.00 | ms/batch 328.84 | loss 6.29 | ppl 541.34 | epoch 1 | 4400/ 5398 batches | lr 20.00 | ms/batch 325.73 | loss 6.42 | ppl 614.18 | epoch 1 | 4600/ 5398 batches | lr 20.00 | ms/batch 328.34 | loss 6.30 | ppl 544.34 | epoch 1 | 4800/ 5398 batches | lr 20.00 | ms/batch 326.48 | loss 6.28 | ppl 536.22 | epoch 1 | 5000/ 5398 batches | lr 20.00 | ms/batch 328.04 | loss 6.22 | ppl 505.18 | epoch 1 | 5200/ 5398 batches | lr 20.00 | ms/batch 325.46 | loss 6.10 | ppl 445.49 ----------------------------------------------------------------------------------------- | end of epoch 1 | time: 1869.59s | valid loss 6.3573 | valid ppl 576.69 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_1-loss_6.36-ppl_576.69.pt | epoch 2 | 200/ 5398 batches | lr 20.00 | ms/batch 326.76 | loss 6.16 | ppl 471.91 | epoch 2 | 400/ 5398 batches | lr 20.00 | ms/batch 328.69 | loss 6.06 | ppl 427.31 | epoch 2 | 600/ 5398 batches | lr 20.00 | ms/batch 327.72 | loss 6.06 | ppl 427.36 | epoch 2 | 800/ 5398 batches | lr 20.00 | ms/batch 329.08 | loss 5.94 | ppl 378.81 | epoch 2 | 1000/ 5398 batches | lr 20.00 | ms/batch 329.42 | loss 5.98 | ppl 396.10 | epoch 2 | 1200/ 5398 batches | lr 20.00 | ms/batch 331.21 | loss 6.01 | ppl 408.64 | epoch 2 | 1400/ 5398 batches | lr 20.00 | ms/batch 336.70 | loss 6.02 | ppl 410.78 | epoch 2 | 1600/ 5398 batches | lr 20.00 | ms/batch 338.69 | loss 5.90 | ppl 364.51 | epoch 2 | 1800/ 5398 batches | lr 20.00 | ms/batch 336.66 | loss 6.03 | ppl 417.22 | epoch 2 | 2000/ 5398 batches | lr 20.00 | ms/batch 336.25 | loss 5.99 | ppl 398.03 | epoch 2 | 2200/ 5398 batches | lr 20.00 | ms/batch 338.10 | loss 6.03 | ppl 415.50 | epoch 2 | 2400/ 5398 batches | lr 20.00 | ms/batch 339.52 | loss 5.97 | ppl 391.19 | epoch 2 | 2600/ 5398 batches | lr 20.00 | ms/batch 344.27 | loss 5.85 | ppl 348.74 | epoch 2 | 2800/ 5398 batches | lr 20.00 | ms/batch 344.15 | loss 5.90 | ppl 363.79 | epoch 2 | 3000/ 5398 batches | lr 20.00 | ms/batch 346.37 | loss 5.89 | ppl 362.69 | epoch 2 | 3200/ 5398 batches | lr 20.00 | ms/batch 345.15 | loss 5.86 | ppl 350.18 | epoch 2 | 3400/ 5398 batches | lr 20.00 | ms/batch 346.31 | loss 5.86 | ppl 351.62 | epoch 2 | 3600/ 5398 batches | lr 20.00 | ms/batch 345.76 | loss 5.75 | ppl 313.60 | epoch 2 | 3800/ 5398 batches | lr 20.00 | ms/batch 346.06 | loss 5.79 | ppl 325.54 | epoch 2 | 4000/ 5398 batches | lr 20.00 | ms/batch 346.34 | loss 5.76 | ppl 317.42 | epoch 2 | 4200/ 5398 batches | lr 20.00 | ms/batch 346.34 | loss 5.80 | ppl 331.60 | epoch 2 | 4400/ 5398 batches | lr 20.00 | ms/batch 346.65 | loss 5.93 | ppl 375.83 | epoch 2 | 4600/ 5398 batches | lr 20.00 | ms/batch 346.77 | loss 5.83 | ppl 338.98 | epoch 2 | 4800/ 5398 batches | lr 20.00 | ms/batch 345.34 | loss 5.86 | ppl 350.46 | epoch 2 | 5000/ 5398 batches | lr 20.00 | ms/batch 345.60 | loss 5.80 | ppl 330.84 | epoch 2 | 5200/ 5398 batches | lr 20.00 | ms/batch 346.66 | loss 5.67 | ppl 289.82 ----------------------------------------------------------------------------------------- | end of epoch 2 | time: 1925.85s | valid loss 6.1620 | valid ppl 474.39 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_2-loss_6.16-ppl_474.39.pt | epoch 3 | 200/ 5398 batches | lr 20.00 | ms/batch 343.24 | loss 5.73 | ppl 306.48 | epoch 3 | 400/ 5398 batches | lr 20.00 | ms/batch 344.91 | loss 5.60 | ppl 270.65 | epoch 3 | 600/ 5398 batches | lr 20.00 | ms/batch 345.45 | loss 5.65 | ppl 285.66 | epoch 3 | 800/ 5398 batches | lr 20.00 | ms/batch 345.38 | loss 5.52 | ppl 250.23 | epoch 3 | 1000/ 5398 batches | lr 20.00 | ms/batch 345.92 | loss 5.58 | ppl 264.13 | epoch 3 | 1200/ 5398 batches | lr 20.00 | ms/batch 346.54 | loss 5.59 | ppl 268.48 | epoch 3 | 1400/ 5398 batches | lr 20.00 | ms/batch 346.43 | loss 5.59 | ppl 268.06 | epoch 3 | 1600/ 5398 batches | lr 20.00 | ms/batch 346.68 | loss 5.48 | ppl 238.89 | epoch 3 | 1800/ 5398 batches | lr 20.00 | ms/batch 346.74 | loss 5.67 | ppl 289.26 | epoch 3 | 2000/ 5398 batches | lr 20.00 | ms/batch 346.76 | loss 5.62 | ppl 277.04 | epoch 3 | 2200/ 5398 batches | lr 20.00 | ms/batch 346.95 | loss 5.67 | ppl 288.63 | epoch 3 | 2400/ 5398 batches | lr 20.00 | ms/batch 346.68 | loss 5.58 | ppl 265.33 | epoch 3 | 2600/ 5398 batches | lr 20.00 | ms/batch 346.89 | loss 5.46 | ppl 234.60 | epoch 3 | 2800/ 5398 batches | lr 20.00 | ms/batch 346.75 | loss 5.54 | ppl 255.40 | epoch 3 | 3000/ 5398 batches | lr 20.00 | ms/batch 346.86 | loss 5.52 | ppl 249.87 | epoch 3 | 3200/ 5398 batches | lr 20.00 | ms/batch 346.77 | loss 5.50 | ppl 243.66 | epoch 3 | 3400/ 5398 batches | lr 20.00 | ms/batch 346.84 | loss 5.50 | ppl 244.06 | epoch 3 | 3600/ 5398 batches | lr 20.00 | ms/batch 346.94 | loss 5.40 | ppl 220.52 | epoch 3 | 3800/ 5398 batches | lr 20.00 | ms/batch 347.00 | loss 5.44 | ppl 231.15 | epoch 3 | 4000/ 5398 batches | lr 20.00 | ms/batch 346.85 | loss 5.41 | ppl 222.89 | epoch 3 | 4200/ 5398 batches | lr 20.00 | ms/batch 346.93 | loss 5.46 | ppl 236.07 | epoch 3 | 4400/ 5398 batches | lr 20.00 | ms/batch 346.71 | loss 5.58 | ppl 263.79 | epoch 3 | 4600/ 5398 batches | lr 20.00 | ms/batch 346.65 | loss 5.49 | ppl 242.59 | epoch 3 | 4800/ 5398 batches | lr 20.00 | ms/batch 346.81 | loss 5.55 | ppl 257.51 | epoch 3 | 5000/ 5398 batches | lr 20.00 | ms/batch 346.93 | loss 5.51 | ppl 245.98 | epoch 3 | 5200/ 5398 batches | lr 20.00 | ms/batch 346.89 | loss 5.36 | ppl 212.37 ----------------------------------------------------------------------------------------- | end of epoch 3 | time: 1959.27s | valid loss 6.1185 | valid ppl 454.18 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_3-loss_6.12-ppl_454.18.pt | epoch 4 | 200/ 5398 batches | lr 20.00 | ms/batch 343.56 | loss 5.39 | ppl 220.03 | epoch 4 | 400/ 5398 batches | lr 20.00 | ms/batch 344.88 | loss 5.26 | ppl 191.94 | epoch 4 | 600/ 5398 batches | lr 20.00 | ms/batch 345.65 | loss 5.36 | ppl 212.83 | epoch 4 | 800/ 5398 batches | lr 20.00 | ms/batch 346.00 | loss 5.22 | ppl 184.71 | epoch 4 | 1000/ 5398 batches | lr 20.00 | ms/batch 346.37 | loss 5.26 | ppl 192.32 | epoch 4 | 1200/ 5398 batches | lr 20.00 | ms/batch 346.63 | loss 5.27 | ppl 194.39 | epoch 4 | 1400/ 5398 batches | lr 20.00 | ms/batch 347.25 | loss 5.26 | ppl 192.57 | epoch 4 | 1600/ 5398 batches | lr 20.00 | ms/batch 346.95 | loss 5.16 | ppl 173.94 | epoch 4 | 1800/ 5398 batches | lr 20.00 | ms/batch 346.80 | loss 5.38 | ppl 216.50 | epoch 4 | 2000/ 5398 batches | lr 20.00 | ms/batch 346.98 | loss 5.33 | ppl 207.37 | epoch 4 | 2200/ 5398 batches | lr 20.00 | ms/batch 346.92 | loss 5.37 | ppl 215.81 | epoch 4 | 2400/ 5398 batches | lr 20.00 | ms/batch 347.12 | loss 5.26 | ppl 193.39 | epoch 4 | 2600/ 5398 batches | lr 20.00 | ms/batch 346.98 | loss 5.17 | ppl 175.30 | epoch 4 | 2800/ 5398 batches | lr 20.00 | ms/batch 347.18 | loss 5.26 | ppl 193.12 | epoch 4 | 3000/ 5398 batches | lr 20.00 | ms/batch 347.36 | loss 5.23 | ppl 187.57 | epoch 4 | 3200/ 5398 batches | lr 20.00 | ms/batch 347.05 | loss 5.19 | ppl 179.32 | epoch 4 | 3400/ 5398 batches | lr 20.00 | ms/batch 347.01 | loss 5.21 | ppl 182.40 | epoch 4 | 3600/ 5398 batches | lr 20.00 | ms/batch 347.28 | loss 5.12 | ppl 166.54 | epoch 4 | 3800/ 5398 batches | lr 20.00 | ms/batch 347.23 | loss 5.16 | ppl 174.61 | epoch 4 | 4000/ 5398 batches | lr 20.00 | ms/batch 347.03 | loss 5.14 | ppl 169.96 | epoch 4 | 4200/ 5398 batches | lr 20.00 | ms/batch 347.07 | loss 5.19 | ppl 179.44 | epoch 4 | 4400/ 5398 batches | lr 20.00 | ms/batch 347.08 | loss 5.29 | ppl 198.10 | epoch 4 | 4600/ 5398 batches | lr 20.00 | ms/batch 347.20 | loss 5.23 | ppl 186.16 | epoch 4 | 4800/ 5398 batches | lr 20.00 | ms/batch 347.05 | loss 5.29 | ppl 198.06 | epoch 4 | 5000/ 5398 batches | lr 20.00 | ms/batch 347.00 | loss 5.26 | ppl 192.60 | epoch 4 | 5200/ 5398 batches | lr 20.00 | ms/batch 347.09 | loss 5.11 | ppl 165.45 ----------------------------------------------------------------------------------------- | end of epoch 4 | time: 1960.75s | valid loss 6.0985 | valid ppl 445.18 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_4-loss_6.10-ppl_445.18.pt | epoch 5 | 200/ 5398 batches | lr 20.00 | ms/batch 343.33 | loss 5.13 | ppl 168.45 | epoch 5 | 400/ 5398 batches | lr 20.00 | ms/batch 344.78 | loss 5.01 | ppl 149.33 | epoch 5 | 600/ 5398 batches | lr 20.00 | ms/batch 345.35 | loss 5.12 | ppl 167.85 | epoch 5 | 800/ 5398 batches | lr 20.00 | ms/batch 345.88 | loss 4.98 | ppl 145.11 | epoch 5 | 1000/ 5398 batches | lr 20.00 | ms/batch 346.25 | loss 5.00 | ppl 147.96 | epoch 5 | 1200/ 5398 batches | lr 20.00 | ms/batch 346.42 | loss 5.01 | ppl 149.90 | epoch 5 | 1400/ 5398 batches | lr 20.00 | ms/batch 346.79 | loss 5.00 | ppl 148.29 | epoch 5 | 1600/ 5398 batches | lr 20.00 | ms/batch 347.13 | loss 4.92 | ppl 136.92 | epoch 5 | 1800/ 5398 batches | lr 20.00 | ms/batch 346.94 | loss 5.14 | ppl 170.04 | epoch 5 | 2000/ 5398 batches | lr 20.00 | ms/batch 347.23 | loss 5.09 | ppl 162.80 | epoch 5 | 2200/ 5398 batches | lr 20.00 | ms/batch 347.24 | loss 5.12 | ppl 168.14 | epoch 5 | 2400/ 5398 batches | lr 20.00 | ms/batch 347.27 | loss 5.03 | ppl 153.07 | epoch 5 | 2600/ 5398 batches | lr 20.00 | ms/batch 347.13 | loss 4.94 | ppl 139.63 | epoch 5 | 2800/ 5398 batches | lr 20.00 | ms/batch 347.14 | loss 5.03 | ppl 153.68 | epoch 5 | 3000/ 5398 batches | lr 20.00 | ms/batch 346.95 | loss 4.99 | ppl 147.28 | epoch 5 | 3200/ 5398 batches | lr 20.00 | ms/batch 347.46 | loss 4.94 | ppl 140.27 | epoch 5 | 3400/ 5398 batches | lr 20.00 | ms/batch 347.37 | loss 4.97 | ppl 143.73 | epoch 5 | 3600/ 5398 batches | lr 20.00 | ms/batch 347.11 | loss 4.89 | ppl 132.29 | epoch 5 | 3800/ 5398 batches | lr 20.00 | ms/batch 346.79 | loss 4.92 | ppl 137.68 | epoch 5 | 4000/ 5398 batches | lr 20.00 | ms/batch 347.23 | loss 4.92 | ppl 137.33 | epoch 5 | 4200/ 5398 batches | lr 20.00 | ms/batch 347.24 | loss 4.97 | ppl 143.66 | epoch 5 | 4400/ 5398 batches | lr 20.00 | ms/batch 347.27 | loss 5.06 | ppl 157.16 | epoch 5 | 4600/ 5398 batches | lr 20.00 | ms/batch 346.93 | loss 4.99 | ppl 146.90 | epoch 5 | 4800/ 5398 batches | lr 20.00 | ms/batch 347.13 | loss 5.08 | ppl 160.13 | epoch 5 | 5000/ 5398 batches | lr 20.00 | ms/batch 347.07 | loss 5.05 | ppl 155.38 | epoch 5 | 5200/ 5398 batches | lr 20.00 | ms/batch 347.08 | loss 4.89 | ppl 132.42 ----------------------------------------------------------------------------------------- | end of epoch 5 | time: 1960.71s | valid loss 6.1183 | valid ppl 454.10 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_5-loss_6.12-ppl_454.10.pt | epoch 6 | 200/ 5398 batches | lr 13.33 | ms/batch 345.92 | loss 4.92 | ppl 136.84 | epoch 6 | 400/ 5398 batches | lr 13.33 | ms/batch 344.11 | loss 4.80 | ppl 121.16 | epoch 6 | 600/ 5398 batches | lr 13.33 | ms/batch 344.91 | loss 4.91 | ppl 135.72 | epoch 6 | 800/ 5398 batches | lr 13.33 | ms/batch 345.47 | loss 4.75 | ppl 115.71 | epoch 6 | 1000/ 5398 batches | lr 13.33 | ms/batch 345.93 | loss 4.76 | ppl 116.64 | epoch 6 | 1200/ 5398 batches | lr 13.33 | ms/batch 346.18 | loss 4.76 | ppl 116.68 | epoch 6 | 1400/ 5398 batches | lr 13.33 | ms/batch 346.37 | loss 4.73 | ppl 113.70 | epoch 6 | 1600/ 5398 batches | lr 13.33 | ms/batch 346.78 | loss 4.67 | ppl 107.21 | epoch 6 | 1800/ 5398 batches | lr 13.33 | ms/batch 346.64 | loss 4.88 | ppl 131.04 | epoch 6 | 2000/ 5398 batches | lr 13.33 | ms/batch 346.81 | loss 4.81 | ppl 123.06 | epoch 6 | 2200/ 5398 batches | lr 13.33 | ms/batch 347.16 | loss 4.85 | ppl 128.08 | epoch 6 | 2400/ 5398 batches | lr 13.33 | ms/batch 347.01 | loss 4.76 | ppl 117.07 | epoch 6 | 2600/ 5398 batches | lr 13.33 | ms/batch 347.26 | loss 4.67 | ppl 106.59 | epoch 6 | 2800/ 5398 batches | lr 13.33 | ms/batch 347.08 | loss 4.75 | ppl 115.25 | epoch 6 | 3000/ 5398 batches | lr 13.33 | ms/batch 347.15 | loss 4.70 | ppl 109.99 | epoch 6 | 3200/ 5398 batches | lr 13.33 | ms/batch 347.20 | loss 4.64 | ppl 103.05 | epoch 6 | 3400/ 5398 batches | lr 13.33 | ms/batch 347.40 | loss 4.67 | ppl 106.51 | epoch 6 | 3600/ 5398 batches | lr 13.33 | ms/batch 347.27 | loss 4.59 | ppl 98.65 | epoch 6 | 3800/ 5398 batches | lr 13.33 | ms/batch 347.03 | loss 4.61 | ppl 100.45 | epoch 6 | 4000/ 5398 batches | lr 13.33 | ms/batch 347.21 | loss 4.62 | ppl 101.59 | epoch 6 | 4200/ 5398 batches | lr 13.33 | ms/batch 347.18 | loss 4.66 | ppl 105.51 | epoch 6 | 4400/ 5398 batches | lr 13.33 | ms/batch 346.93 | loss 4.73 | ppl 113.69 | epoch 6 | 4600/ 5398 batches | lr 13.33 | ms/batch 347.15 | loss 4.67 | ppl 107.03 | epoch 6 | 4800/ 5398 batches | lr 13.33 | ms/batch 347.19 | loss 4.75 | ppl 115.90 | epoch 6 | 5000/ 5398 batches | lr 13.33 | ms/batch 347.09 | loss 4.73 | ppl 113.21 | epoch 6 | 5200/ 5398 batches | lr 13.33 | ms/batch 347.12 | loss 4.56 | ppl 95.63 ----------------------------------------------------------------------------------------- | end of epoch 6 | time: 1960.53s | valid loss 6.1243 | valid ppl 456.84 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_6-loss_6.12-ppl_456.84.pt | epoch 7 | 200/ 5398 batches | lr 8.89 | ms/batch 345.84 | loss 4.69 | ppl 108.61 | epoch 7 | 400/ 5398 batches | lr 8.89 | ms/batch 344.38 | loss 4.58 | ppl 97.72 | epoch 7 | 600/ 5398 batches | lr 8.89 | ms/batch 345.00 | loss 4.69 | ppl 109.08 | epoch 7 | 800/ 5398 batches | lr 8.89 | ms/batch 345.53 | loss 4.53 | ppl 92.88 | epoch 7 | 1000/ 5398 batches | lr 8.89 | ms/batch 345.91 | loss 4.53 | ppl 93.02 | epoch 7 | 1200/ 5398 batches | lr 8.89 | ms/batch 346.41 | loss 4.53 | ppl 92.58 | epoch 7 | 1400/ 5398 batches | lr 8.89 | ms/batch 346.70 | loss 4.50 | ppl 89.83 | epoch 7 | 1600/ 5398 batches | lr 8.89 | ms/batch 346.55 | loss 4.46 | ppl 86.62 | epoch 7 | 1800/ 5398 batches | lr 8.89 | ms/batch 347.04 | loss 4.65 | ppl 104.37 | epoch 7 | 2000/ 5398 batches | lr 8.89 | ms/batch 346.84 | loss 4.58 | ppl 97.23 | epoch 7 | 2200/ 5398 batches | lr 8.89 | ms/batch 347.21 | loss 4.63 | ppl 102.34 | epoch 7 | 2400/ 5398 batches | lr 8.89 | ms/batch 347.00 | loss 4.54 | ppl 93.30 | epoch 7 | 2600/ 5398 batches | lr 8.89 | ms/batch 347.21 | loss 4.46 | ppl 86.19 | epoch 7 | 2800/ 5398 batches | lr 8.89 | ms/batch 346.93 | loss 4.52 | ppl 91.39 | epoch 7 | 3000/ 5398 batches | lr 8.89 | ms/batch 347.17 | loss 4.46 | ppl 86.50 | epoch 7 | 3200/ 5398 batches | lr 8.89 | ms/batch 347.07 | loss 4.39 | ppl 80.83 | epoch 7 | 3400/ 5398 batches | lr 8.89 | ms/batch 347.24 | loss 4.42 | ppl 83.31 | epoch 7 | 3600/ 5398 batches | lr 8.89 | ms/batch 347.06 | loss 4.36 | ppl 77.99 | epoch 7 | 3800/ 5398 batches | lr 8.89 | ms/batch 347.12 | loss 4.36 | ppl 78.20 | epoch 7 | 4000/ 5398 batches | lr 8.89 | ms/batch 347.16 | loss 4.39 | ppl 80.82 | epoch 7 | 4200/ 5398 batches | lr 8.89 | ms/batch 347.26 | loss 4.42 | ppl 83.02 | epoch 7 | 4400/ 5398 batches | lr 8.89 | ms/batch 347.57 | loss 4.48 | ppl 88.56 | epoch 7 | 4600/ 5398 batches | lr 8.89 | ms/batch 347.22 | loss 4.43 | ppl 84.03 | epoch 7 | 4800/ 5398 batches | lr 8.89 | ms/batch 347.27 | loss 4.51 | ppl 91.05 | epoch 7 | 5000/ 5398 batches | lr 8.89 | ms/batch 347.22 | loss 4.49 | ppl 89.06 | epoch 7 | 5200/ 5398 batches | lr 8.89 | ms/batch 346.99 | loss 4.32 | ppl 75.02 ----------------------------------------------------------------------------------------- | end of epoch 7 | time: 1960.76s | valid loss 6.1446 | valid ppl 466.21 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_7-loss_6.14-ppl_466.21.pt | epoch 8 | 200/ 5398 batches | lr 5.93 | ms/batch 345.88 | loss 4.51 | ppl 91.10 | epoch 8 | 400/ 5398 batches | lr 5.93 | ms/batch 344.24 | loss 4.42 | ppl 83.08 | epoch 8 | 600/ 5398 batches | lr 5.93 | ms/batch 344.93 | loss 4.53 | ppl 92.52 | epoch 8 | 800/ 5398 batches | lr 5.93 | ms/batch 345.66 | loss 4.37 | ppl 78.75 | epoch 8 | 1000/ 5398 batches | lr 5.93 | ms/batch 346.01 | loss 4.37 | ppl 79.33 | epoch 8 | 1200/ 5398 batches | lr 5.93 | ms/batch 346.47 | loss 4.36 | ppl 78.34 | epoch 8 | 1400/ 5398 batches | lr 5.93 | ms/batch 346.47 | loss 4.32 | ppl 75.47 | epoch 8 | 1600/ 5398 batches | lr 5.93 | ms/batch 346.91 | loss 4.30 | ppl 73.76 | epoch 8 | 1800/ 5398 batches | lr 5.93 | ms/batch 346.95 | loss 4.48 | ppl 88.06 | epoch 8 | 2000/ 5398 batches | lr 5.93 | ms/batch 347.06 | loss 4.40 | ppl 81.62 | epoch 8 | 2200/ 5398 batches | lr 5.93 | ms/batch 347.23 | loss 4.46 | ppl 86.07 | epoch 8 | 2400/ 5398 batches | lr 5.93 | ms/batch 347.09 | loss 4.37 | ppl 78.80 | epoch 8 | 2600/ 5398 batches | lr 5.93 | ms/batch 347.29 | loss 4.30 | ppl 73.36 | epoch 8 | 2800/ 5398 batches | lr 5.93 | ms/batch 347.22 | loss 4.34 | ppl 77.01 | epoch 8 | 3000/ 5398 batches | lr 5.93 | ms/batch 347.42 | loss 4.29 | ppl 73.15 | epoch 8 | 3200/ 5398 batches | lr 5.93 | ms/batch 347.33 | loss 4.21 | ppl 67.53 | epoch 8 | 3400/ 5398 batches | lr 5.93 | ms/batch 347.35 | loss 4.26 | ppl 70.48 | epoch 8 | 3600/ 5398 batches | lr 5.93 | ms/batch 347.63 | loss 4.19 | ppl 65.90 | epoch 8 | 3800/ 5398 batches | lr 5.93 | ms/batch 347.56 | loss 4.18 | ppl 65.37 | epoch 8 | 4000/ 5398 batches | lr 5.93 | ms/batch 347.59 | loss 4.23 | ppl 68.50 | epoch 8 | 4200/ 5398 batches | lr 5.93 | ms/batch 347.38 | loss 4.25 | ppl 69.84 | epoch 8 | 4400/ 5398 batches | lr 5.93 | ms/batch 347.74 | loss 4.31 | ppl 74.51 | epoch 8 | 4600/ 5398 batches | lr 5.93 | ms/batch 347.52 | loss 4.26 | ppl 70.66 | epoch 8 | 4800/ 5398 batches | lr 5.93 | ms/batch 347.67 | loss 4.34 | ppl 76.53 | epoch 8 | 5000/ 5398 batches | lr 5.93 | ms/batch 347.47 | loss 4.32 | ppl 75.13 | epoch 8 | 5200/ 5398 batches | lr 5.93 | ms/batch 347.60 | loss 4.15 | ppl 63.27 ----------------------------------------------------------------------------------------- | end of epoch 8 | time: 1961.84s | valid loss 6.1759 | valid ppl 481.01 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_8-loss_6.18-ppl_481.01.pt | epoch 9 | 200/ 5398 batches | lr 3.95 | ms/batch 346.18 | loss 4.39 | ppl 80.41 | epoch 9 | 400/ 5398 batches | lr 3.95 | ms/batch 344.38 | loss 4.31 | ppl 74.43 | epoch 9 | 600/ 5398 batches | lr 3.95 | ms/batch 344.88 | loss 4.41 | ppl 82.35 | epoch 9 | 800/ 5398 batches | lr 3.95 | ms/batch 345.81 | loss 4.24 | ppl 69.67 | epoch 9 | 1000/ 5398 batches | lr 3.95 | ms/batch 345.79 | loss 4.26 | ppl 70.58 | epoch 9 | 1200/ 5398 batches | lr 3.95 | ms/batch 346.27 | loss 4.24 | ppl 69.32 | epoch 9 | 1400/ 5398 batches | lr 3.95 | ms/batch 346.47 | loss 4.21 | ppl 67.45 | epoch 9 | 1600/ 5398 batches | lr 3.95 | ms/batch 346.88 | loss 4.19 | ppl 66.13 | epoch 9 | 1800/ 5398 batches | lr 3.95 | ms/batch 347.11 | loss 4.36 | ppl 78.14 | epoch 9 | 2000/ 5398 batches | lr 3.95 | ms/batch 347.32 | loss 4.28 | ppl 72.22 | epoch 9 | 2200/ 5398 batches | lr 3.95 | ms/batch 347.25 | loss 4.34 | ppl 76.72 | epoch 9 | 2400/ 5398 batches | lr 3.95 | ms/batch 347.24 | loss 4.25 | ppl 70.07 | epoch 9 | 2600/ 5398 batches | lr 3.95 | ms/batch 347.50 | loss 4.20 | ppl 66.36 | epoch 9 | 2800/ 5398 batches | lr 3.95 | ms/batch 347.48 | loss 4.22 | ppl 68.08 | epoch 9 | 3000/ 5398 batches | lr 3.95 | ms/batch 347.50 | loss 4.17 | ppl 64.77 | epoch 9 | 3200/ 5398 batches | lr 3.95 | ms/batch 347.57 | loss 4.09 | ppl 60.03 | epoch 9 | 3400/ 5398 batches | lr 3.95 | ms/batch 347.54 | loss 4.13 | ppl 62.43 | epoch 9 | 3600/ 5398 batches | lr 3.95 | ms/batch 347.66 | loss 4.07 | ppl 58.38 | epoch 9 | 3800/ 5398 batches | lr 3.95 | ms/batch 347.26 | loss 4.06 | ppl 57.93 | epoch 9 | 4000/ 5398 batches | lr 3.95 | ms/batch 347.36 | loss 4.12 | ppl 61.26 | epoch 9 | 4200/ 5398 batches | lr 3.95 | ms/batch 347.50 | loss 4.12 | ppl 61.66 | epoch 9 | 4400/ 5398 batches | lr 3.95 | ms/batch 347.65 | loss 4.19 | ppl 65.89 | epoch 9 | 4600/ 5398 batches | lr 3.95 | ms/batch 347.45 | loss 4.14 | ppl 62.62 | epoch 9 | 4800/ 5398 batches | lr 3.95 | ms/batch 347.51 | loss 4.21 | ppl 67.54 | epoch 9 | 5000/ 5398 batches | lr 3.95 | ms/batch 347.61 | loss 4.20 | ppl 66.77 | epoch 9 | 5200/ 5398 batches | lr 3.95 | ms/batch 347.41 | loss 4.03 | ppl 56.01 ----------------------------------------------------------------------------------------- | end of epoch 9 | time: 1962.02s | valid loss 6.1864 | valid ppl 486.07 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_9-loss_6.19-ppl_486.07.pt | epoch 10 | 200/ 5398 batches | lr 2.63 | ms/batch 346.12 | loss 4.30 | ppl 73.96 | epoch 10 | 400/ 5398 batches | lr 2.63 | ms/batch 344.23 | loss 4.23 | ppl 68.95 | epoch 10 | 600/ 5398 batches | lr 2.63 | ms/batch 345.30 | loss 4.33 | ppl 75.98 | epoch 10 | 800/ 5398 batches | lr 2.63 | ms/batch 345.98 | loss 4.17 | ppl 64.54 | epoch 10 | 1000/ 5398 batches | lr 2.63 | ms/batch 346.60 | loss 4.18 | ppl 65.30 | epoch 10 | 1200/ 5398 batches | lr 2.63 | ms/batch 346.90 | loss 4.16 | ppl 64.27 | epoch 10 | 1400/ 5398 batches | lr 2.63 | ms/batch 347.13 | loss 4.13 | ppl 61.96 | epoch 10 | 1600/ 5398 batches | lr 2.63 | ms/batch 347.16 | loss 4.12 | ppl 61.46 | epoch 10 | 1800/ 5398 batches | lr 2.63 | ms/batch 347.43 | loss 4.28 | ppl 72.24 | epoch 10 | 2000/ 5398 batches | lr 2.63 | ms/batch 347.41 | loss 4.20 | ppl 66.81 | epoch 10 | 2200/ 5398 batches | lr 2.63 | ms/batch 347.44 | loss 4.26 | ppl 70.78 | epoch 10 | 2400/ 5398 batches | lr 2.63 | ms/batch 347.75 | loss 4.17 | ppl 64.73 | epoch 10 | 2600/ 5398 batches | lr 2.63 | ms/batch 347.74 | loss 4.11 | ppl 61.03 | epoch 10 | 2800/ 5398 batches | lr 2.63 | ms/batch 347.56 | loss 4.14 | ppl 62.86 | epoch 10 | 3000/ 5398 batches | lr 2.63 | ms/batch 347.66 | loss 4.09 | ppl 59.70 | epoch 10 | 3200/ 5398 batches | lr 2.63 | ms/batch 347.74 | loss 4.01 | ppl 55.19 | epoch 10 | 3400/ 5398 batches | lr 2.63 | ms/batch 347.57 | loss 4.05 | ppl 57.61 | epoch 10 | 3600/ 5398 batches | lr 2.63 | ms/batch 347.49 | loss 3.99 | ppl 53.90 | epoch 10 | 3800/ 5398 batches | lr 2.63 | ms/batch 347.35 | loss 3.98 | ppl 53.41 | epoch 10 | 4000/ 5398 batches | lr 2.63 | ms/batch 347.36 | loss 4.04 | ppl 56.83 | epoch 10 | 4200/ 5398 batches | lr 2.63 | ms/batch 347.39 | loss 4.04 | ppl 56.95 | epoch 10 | 4400/ 5398 batches | lr 2.63 | ms/batch 347.62 | loss 4.11 | ppl 61.00 | epoch 10 | 4600/ 5398 batches | lr 2.63 | ms/batch 347.45 | loss 4.07 | ppl 58.36 | epoch 10 | 4800/ 5398 batches | lr 2.63 | ms/batch 347.58 | loss 4.14 | ppl 62.62 | epoch 10 | 5000/ 5398 batches | lr 2.63 | ms/batch 347.70 | loss 4.12 | ppl 61.63 | epoch 10 | 5200/ 5398 batches | lr 2.63 | ms/batch 347.45 | loss 3.95 | ppl 51.69 ----------------------------------------------------------------------------------------- | end of epoch 10 | time: 1962.98s | valid loss 6.2044 | valid ppl 494.93 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_10-loss_6.20-ppl_494.93.pt | epoch 11 | 200/ 5398 batches | lr 1.76 | ms/batch 346.20 | loss 4.25 | ppl 69.99 | epoch 11 | 400/ 5398 batches | lr 1.76 | ms/batch 344.53 | loss 4.18 | ppl 65.47 | epoch 11 | 600/ 5398 batches | lr 1.76 | ms/batch 345.33 | loss 4.28 | ppl 72.34 | epoch 11 | 800/ 5398 batches | lr 1.76 | ms/batch 345.94 | loss 4.11 | ppl 61.18 | epoch 11 | 1000/ 5398 batches | lr 1.76 | ms/batch 346.30 | loss 4.13 | ppl 62.35 | epoch 11 | 1200/ 5398 batches | lr 1.76 | ms/batch 346.89 | loss 4.11 | ppl 60.76 | epoch 11 | 1400/ 5398 batches | lr 1.76 | ms/batch 347.01 | loss 4.07 | ppl 58.77 | epoch 11 | 1600/ 5398 batches | lr 1.76 | ms/batch 347.07 | loss 4.07 | ppl 58.29 | epoch 11 | 1800/ 5398 batches | lr 1.76 | ms/batch 347.26 | loss 4.22 | ppl 68.26 | epoch 11 | 2000/ 5398 batches | lr 1.76 | ms/batch 347.45 | loss 4.14 | ppl 62.93 | epoch 11 | 2200/ 5398 batches | lr 1.76 | ms/batch 347.61 | loss 4.21 | ppl 67.05 | epoch 11 | 2400/ 5398 batches | lr 1.76 | ms/batch 347.59 | loss 4.12 | ppl 61.58 | epoch 11 | 2600/ 5398 batches | lr 1.76 | ms/batch 347.63 | loss 4.06 | ppl 58.06 | epoch 11 | 2800/ 5398 batches | lr 1.76 | ms/batch 347.45 | loss 4.09 | ppl 59.60 | epoch 11 | 3000/ 5398 batches | lr 1.76 | ms/batch 347.64 | loss 4.04 | ppl 56.66 | epoch 11 | 3200/ 5398 batches | lr 1.76 | ms/batch 347.52 | loss 3.96 | ppl 52.22 | epoch 11 | 3400/ 5398 batches | lr 1.76 | ms/batch 347.74 | loss 4.00 | ppl 54.71 | epoch 11 | 3600/ 5398 batches | lr 1.76 | ms/batch 347.74 | loss 3.94 | ppl 51.24 | epoch 11 | 3800/ 5398 batches | lr 1.76 | ms/batch 347.48 | loss 3.92 | ppl 50.49 | epoch 11 | 4000/ 5398 batches | lr 1.76 | ms/batch 347.86 | loss 3.99 | ppl 54.30 | epoch 11 | 4200/ 5398 batches | lr 1.76 | ms/batch 347.51 | loss 3.99 | ppl 54.06 | epoch 11 | 4400/ 5398 batches | lr 1.76 | ms/batch 347.46 | loss 4.05 | ppl 57.68 | epoch 11 | 4600/ 5398 batches | lr 1.76 | ms/batch 347.58 | loss 4.00 | ppl 54.82 | epoch 11 | 4800/ 5398 batches | lr 1.76 | ms/batch 347.64 | loss 4.09 | ppl 59.46 | epoch 11 | 5000/ 5398 batches | lr 1.76 | ms/batch 347.55 | loss 4.07 | ppl 58.72 | epoch 11 | 5200/ 5398 batches | lr 1.76 | ms/batch 347.49 | loss 3.89 | ppl 49.11 ----------------------------------------------------------------------------------------- | end of epoch 11 | time: 1963.00s | valid loss 6.2125 | valid ppl 498.95 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_11-loss_6.21-ppl_498.95.pt | epoch 12 | 200/ 5398 batches | lr 1.17 | ms/batch 346.02 | loss 4.21 | ppl 67.21 | epoch 12 | 400/ 5398 batches | lr 1.17 | ms/batch 344.35 | loss 4.14 | ppl 63.02 | epoch 12 | 600/ 5398 batches | lr 1.17 | ms/batch 345.02 | loss 4.24 | ppl 69.67 | epoch 12 | 800/ 5398 batches | lr 1.17 | ms/batch 345.64 | loss 4.08 | ppl 58.95 | epoch 12 | 1000/ 5398 batches | lr 1.17 | ms/batch 346.14 | loss 4.09 | ppl 59.96 | epoch 12 | 1200/ 5398 batches | lr 1.17 | ms/batch 346.64 | loss 4.08 | ppl 58.94 | epoch 12 | 1400/ 5398 batches | lr 1.17 | ms/batch 346.80 | loss 4.04 | ppl 56.71 | epoch 12 | 1600/ 5398 batches | lr 1.17 | ms/batch 347.26 | loss 4.03 | ppl 56.28 | epoch 12 | 1800/ 5398 batches | lr 1.17 | ms/batch 347.34 | loss 4.19 | ppl 66.20 | epoch 12 | 2000/ 5398 batches | lr 1.17 | ms/batch 347.49 | loss 4.10 | ppl 60.61 | epoch 12 | 2200/ 5398 batches | lr 1.17 | ms/batch 347.71 | loss 4.17 | ppl 64.45 | epoch 12 | 2400/ 5398 batches | lr 1.17 | ms/batch 347.95 | loss 4.09 | ppl 59.52 | epoch 12 | 2600/ 5398 batches | lr 1.17 | ms/batch 347.53 | loss 4.03 | ppl 56.16 | epoch 12 | 2800/ 5398 batches | lr 1.17 | ms/batch 347.66 | loss 4.05 | ppl 57.56 | epoch 12 | 3000/ 5398 batches | lr 1.17 | ms/batch 347.71 | loss 4.00 | ppl 54.54 | epoch 12 | 3200/ 5398 batches | lr 1.17 | ms/batch 347.66 | loss 3.92 | ppl 50.35 | epoch 12 | 3400/ 5398 batches | lr 1.17 | ms/batch 347.85 | loss 3.97 | ppl 53.05 | epoch 12 | 3600/ 5398 batches | lr 1.17 | ms/batch 347.83 | loss 3.90 | ppl 49.28 | epoch 12 | 3800/ 5398 batches | lr 1.17 | ms/batch 347.88 | loss 3.89 | ppl 48.76 | epoch 12 | 4000/ 5398 batches | lr 1.17 | ms/batch 347.74 | loss 3.95 | ppl 52.06 | epoch 12 | 4200/ 5398 batches | lr 1.17 | ms/batch 347.72 | loss 3.96 | ppl 52.42 | epoch 12 | 4400/ 5398 batches | lr 1.17 | ms/batch 347.75 | loss 4.02 | ppl 55.75 | epoch 12 | 4600/ 5398 batches | lr 1.17 | ms/batch 347.83 | loss 3.97 | ppl 52.94 | epoch 12 | 4800/ 5398 batches | lr 1.17 | ms/batch 347.64 | loss 4.05 | ppl 57.52 | epoch 12 | 5000/ 5398 batches | lr 1.17 | ms/batch 347.80 | loss 4.04 | ppl 56.70 | epoch 12 | 5200/ 5398 batches | lr 1.17 | ms/batch 347.74 | loss 3.86 | ppl 47.47 ----------------------------------------------------------------------------------------- | end of epoch 12 | time: 1963.26s | valid loss 6.2167 | valid ppl 501.06 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_12-loss_6.22-ppl_501.06.pt | epoch 13 | 200/ 5398 batches | lr 0.78 | ms/batch 345.96 | loss 4.18 | ppl 65.53 | epoch 13 | 400/ 5398 batches | lr 0.78 | ms/batch 344.10 | loss 4.12 | ppl 61.87 | epoch 13 | 600/ 5398 batches | lr 0.78 | ms/batch 344.92 | loss 4.22 | ppl 68.29 | epoch 13 | 800/ 5398 batches | lr 0.78 | ms/batch 345.62 | loss 4.05 | ppl 57.59 | epoch 13 | 1000/ 5398 batches | lr 0.78 | ms/batch 345.87 | loss 4.07 | ppl 58.61 | epoch 13 | 1200/ 5398 batches | lr 0.78 | ms/batch 346.92 | loss 4.05 | ppl 57.30 | epoch 13 | 1400/ 5398 batches | lr 0.78 | ms/batch 347.21 | loss 4.01 | ppl 55.41 | epoch 13 | 1600/ 5398 batches | lr 0.78 | ms/batch 347.21 | loss 4.01 | ppl 55.09 | epoch 13 | 1800/ 5398 batches | lr 0.78 | ms/batch 347.46 | loss 4.17 | ppl 64.84 | epoch 13 | 2000/ 5398 batches | lr 0.78 | ms/batch 347.52 | loss 4.08 | ppl 59.17 | epoch 13 | 2200/ 5398 batches | lr 0.78 | ms/batch 347.67 | loss 4.15 | ppl 63.15 | epoch 13 | 2400/ 5398 batches | lr 0.78 | ms/batch 347.85 | loss 4.06 | ppl 57.90 | epoch 13 | 2600/ 5398 batches | lr 0.78 | ms/batch 347.76 | loss 4.01 | ppl 55.01 | epoch 13 | 2800/ 5398 batches | lr 0.78 | ms/batch 347.86 | loss 4.03 | ppl 56.05 | epoch 13 | 3000/ 5398 batches | lr 0.78 | ms/batch 347.83 | loss 3.98 | ppl 53.45 | epoch 13 | 3200/ 5398 batches | lr 0.78 | ms/batch 347.89 | loss 3.89 | ppl 49.06 | epoch 13 | 3400/ 5398 batches | lr 0.78 | ms/batch 348.04 | loss 3.95 | ppl 51.82 | epoch 13 | 3600/ 5398 batches | lr 0.78 | ms/batch 348.26 | loss 3.88 | ppl 48.21 | epoch 13 | 3800/ 5398 batches | lr 0.78 | ms/batch 348.28 | loss 3.86 | ppl 47.40 | epoch 13 | 4000/ 5398 batches | lr 0.78 | ms/batch 348.22 | loss 3.93 | ppl 50.79 | epoch 13 | 4200/ 5398 batches | lr 0.78 | ms/batch 347.94 | loss 3.94 | ppl 51.43 | epoch 13 | 4400/ 5398 batches | lr 0.78 | ms/batch 347.95 | loss 4.00 | ppl 54.33 | epoch 13 | 4600/ 5398 batches | lr 0.78 | ms/batch 347.88 | loss 3.96 | ppl 52.24 | epoch 13 | 4800/ 5398 batches | lr 0.78 | ms/batch 348.00 | loss 4.03 | ppl 55.98 | epoch 13 | 5000/ 5398 batches | lr 0.78 | ms/batch 348.12 | loss 4.02 | ppl 55.56 | epoch 13 | 5200/ 5398 batches | lr 0.78 | ms/batch 347.97 | loss 3.84 | ppl 46.32 ----------------------------------------------------------------------------------------- | end of epoch 13 | time: 1964.06s | valid loss 6.2232 | valid ppl 504.31 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_13-loss_6.22-ppl_504.31.pt | epoch 14 | 200/ 5398 batches | lr 0.52 | ms/batch 345.88 | loss 4.17 | ppl 64.73 | epoch 14 | 400/ 5398 batches | lr 0.52 | ms/batch 345.01 | loss 4.11 | ppl 61.02 | epoch 14 | 600/ 5398 batches | lr 0.52 | ms/batch 346.37 | loss 4.21 | ppl 67.03 | epoch 14 | 800/ 5398 batches | lr 0.52 | ms/batch 356.06 | loss 4.04 | ppl 56.71 | epoch 14 | 1000/ 5398 batches | lr 0.52 | ms/batch 348.19 | loss 4.06 | ppl 57.87 | epoch 14 | 1200/ 5398 batches | lr 0.52 | ms/batch 347.93 | loss 4.04 | ppl 56.64 | epoch 14 | 1400/ 5398 batches | lr 0.52 | ms/batch 348.15 | loss 4.00 | ppl 54.48 | epoch 14 | 1600/ 5398 batches | lr 0.52 | ms/batch 348.91 | loss 4.00 | ppl 54.52 | epoch 14 | 1800/ 5398 batches | lr 0.52 | ms/batch 348.30 | loss 4.16 | ppl 64.01 | epoch 14 | 2000/ 5398 batches | lr 0.52 | ms/batch 348.39 | loss 4.07 | ppl 58.31 | epoch 14 | 2200/ 5398 batches | lr 0.52 | ms/batch 348.73 | loss 4.13 | ppl 62.27 | epoch 14 | 2400/ 5398 batches | lr 0.52 | ms/batch 348.74 | loss 4.05 | ppl 57.32 | epoch 14 | 2600/ 5398 batches | lr 0.52 | ms/batch 348.87 | loss 4.00 | ppl 54.47 | epoch 14 | 2800/ 5398 batches | lr 0.52 | ms/batch 348.96 | loss 4.01 | ppl 55.37 | epoch 14 | 3000/ 5398 batches | lr 0.52 | ms/batch 348.78 | loss 3.96 | ppl 52.65 | epoch 14 | 3200/ 5398 batches | lr 0.52 | ms/batch 348.78 | loss 3.88 | ppl 48.52 | epoch 14 | 3400/ 5398 batches | lr 0.52 | ms/batch 348.65 | loss 3.93 | ppl 51.06 | epoch 14 | 3600/ 5398 batches | lr 0.52 | ms/batch 348.58 | loss 3.86 | ppl 47.66 | epoch 14 | 3800/ 5398 batches | lr 0.52 | ms/batch 348.60 | loss 3.84 | ppl 46.74 | epoch 14 | 4000/ 5398 batches | lr 0.52 | ms/batch 348.80 | loss 3.92 | ppl 50.29 | epoch 14 | 4200/ 5398 batches | lr 0.52 | ms/batch 348.75 | loss 3.92 | ppl 50.51 | epoch 14 | 4400/ 5398 batches | lr 0.52 | ms/batch 348.63 | loss 3.99 | ppl 53.99 | epoch 14 | 4600/ 5398 batches | lr 0.52 | ms/batch 348.52 | loss 3.94 | ppl 51.26 | epoch 14 | 4800/ 5398 batches | lr 0.52 | ms/batch 348.69 | loss 4.01 | ppl 55.38 | epoch 14 | 5000/ 5398 batches | lr 0.52 | ms/batch 348.50 | loss 4.01 | ppl 55.02 | epoch 14 | 5200/ 5398 batches | lr 0.52 | ms/batch 348.64 | loss 3.82 | ppl 45.75 ----------------------------------------------------------------------------------------- | end of epoch 14 | time: 1970.96s | valid loss 6.2271 | valid ppl 506.27 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_14-loss_6.23-ppl_506.27.pt | epoch 15 | 200/ 5398 batches | lr 0.35 | ms/batch 346.79 | loss 4.16 | ppl 63.96 | epoch 15 | 400/ 5398 batches | lr 0.35 | ms/batch 345.40 | loss 4.10 | ppl 60.30 | epoch 15 | 600/ 5398 batches | lr 0.35 | ms/batch 346.14 | loss 4.19 | ppl 66.24 | epoch 15 | 800/ 5398 batches | lr 0.35 | ms/batch 346.63 | loss 4.03 | ppl 56.12 | epoch 15 | 1000/ 5398 batches | lr 0.35 | ms/batch 347.33 | loss 4.05 | ppl 57.12 | epoch 15 | 1200/ 5398 batches | lr 0.35 | ms/batch 348.16 | loss 4.02 | ppl 55.91 | epoch 15 | 1400/ 5398 batches | lr 0.35 | ms/batch 348.06 | loss 3.99 | ppl 53.93 | epoch 15 | 1600/ 5398 batches | lr 0.35 | ms/batch 348.51 | loss 3.99 | ppl 53.84 | epoch 15 | 1800/ 5398 batches | lr 0.35 | ms/batch 349.67 | loss 4.15 | ppl 63.30 | epoch 15 | 2000/ 5398 batches | lr 0.35 | ms/batch 348.48 | loss 4.05 | ppl 57.39 | epoch 15 | 2200/ 5398 batches | lr 0.35 | ms/batch 348.33 | loss 4.12 | ppl 61.38 | epoch 15 | 2400/ 5398 batches | lr 0.35 | ms/batch 348.85 | loss 4.03 | ppl 56.37 | epoch 15 | 2600/ 5398 batches | lr 0.35 | ms/batch 348.59 | loss 3.99 | ppl 53.99 | epoch 15 | 2800/ 5398 batches | lr 0.35 | ms/batch 348.67 | loss 4.00 | ppl 54.82 | epoch 15 | 3000/ 5398 batches | lr 0.35 | ms/batch 348.99 | loss 3.95 | ppl 52.10 | epoch 15 | 3200/ 5398 batches | lr 0.35 | ms/batch 348.78 | loss 3.87 | ppl 47.85 | epoch 15 | 3400/ 5398 batches | lr 0.35 | ms/batch 349.22 | loss 3.92 | ppl 50.32 | epoch 15 | 3600/ 5398 batches | lr 0.35 | ms/batch 349.88 | loss 3.85 | ppl 47.05 | epoch 15 | 3800/ 5398 batches | lr 0.35 | ms/batch 348.00 | loss 3.84 | ppl 46.42 | epoch 15 | 4000/ 5398 batches | lr 0.35 | ms/batch 347.93 | loss 3.90 | ppl 49.61 | epoch 15 | 4200/ 5398 batches | lr 0.35 | ms/batch 347.98 | loss 3.91 | ppl 49.77 | epoch 15 | 4400/ 5398 batches | lr 0.35 | ms/batch 348.05 | loss 3.97 | ppl 53.17 | epoch 15 | 4600/ 5398 batches | lr 0.35 | ms/batch 347.96 | loss 3.93 | ppl 50.84 | epoch 15 | 4800/ 5398 batches | lr 0.35 | ms/batch 347.99 | loss 4.00 | ppl 54.71 | epoch 15 | 5000/ 5398 batches | lr 0.35 | ms/batch 348.01 | loss 3.99 | ppl 54.31 | epoch 15 | 5200/ 5398 batches | lr 0.35 | ms/batch 348.12 | loss 3.81 | ppl 45.21 ----------------------------------------------------------------------------------------- | end of epoch 15 | time: 1968.06s | valid loss 6.2248 | valid ppl 505.14 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_15-loss_6.22-ppl_505.14.pt | epoch 16 | 200/ 5398 batches | lr 0.23 | ms/batch 346.04 | loss 4.15 | ppl 63.40 | epoch 16 | 400/ 5398 batches | lr 0.23 | ms/batch 344.32 | loss 4.10 | ppl 60.10 | epoch 16 | 600/ 5398 batches | lr 0.23 | ms/batch 345.26 | loss 4.19 | ppl 65.97 | epoch 16 | 800/ 5398 batches | lr 0.23 | ms/batch 346.05 | loss 4.02 | ppl 55.84 | epoch 16 | 1000/ 5398 batches | lr 0.23 | ms/batch 346.39 | loss 4.04 | ppl 57.07 | epoch 16 | 1200/ 5398 batches | lr 0.23 | ms/batch 346.96 | loss 4.02 | ppl 55.46 | epoch 16 | 1400/ 5398 batches | lr 0.23 | ms/batch 347.13 | loss 3.98 | ppl 53.69 | epoch 16 | 1600/ 5398 batches | lr 0.23 | ms/batch 347.36 | loss 3.98 | ppl 53.54 | epoch 16 | 1800/ 5398 batches | lr 0.23 | ms/batch 347.64 | loss 4.15 | ppl 63.15 | epoch 16 | 2000/ 5398 batches | lr 0.23 | ms/batch 347.63 | loss 4.04 | ppl 57.03 | epoch 16 | 2200/ 5398 batches | lr 0.23 | ms/batch 347.69 | loss 4.12 | ppl 61.44 | epoch 16 | 2400/ 5398 batches | lr 0.23 | ms/batch 348.77 | loss 4.02 | ppl 55.95 | epoch 16 | 2600/ 5398 batches | lr 0.23 | ms/batch 347.97 | loss 3.98 | ppl 53.73 | epoch 16 | 2800/ 5398 batches | lr 0.23 | ms/batch 347.83 | loss 4.00 | ppl 54.38 | epoch 16 | 3000/ 5398 batches | lr 0.23 | ms/batch 347.99 | loss 3.94 | ppl 51.64 | epoch 16 | 3200/ 5398 batches | lr 0.23 | ms/batch 347.84 | loss 3.86 | ppl 47.53 | epoch 16 | 3400/ 5398 batches | lr 0.23 | ms/batch 347.89 | loss 3.92 | ppl 50.16 | epoch 16 | 3600/ 5398 batches | lr 0.23 | ms/batch 347.88 | loss 3.84 | ppl 46.70 | epoch 16 | 3800/ 5398 batches | lr 0.23 | ms/batch 348.00 | loss 3.83 | ppl 46.06 | epoch 16 | 4000/ 5398 batches | lr 0.23 | ms/batch 347.97 | loss 3.90 | ppl 49.54 | epoch 16 | 4200/ 5398 batches | lr 0.23 | ms/batch 347.73 | loss 3.92 | ppl 50.26 | epoch 16 | 4400/ 5398 batches | lr 0.23 | ms/batch 347.79 | loss 3.96 | ppl 52.70 | epoch 16 | 4600/ 5398 batches | lr 0.23 | ms/batch 347.93 | loss 3.92 | ppl 50.40 | epoch 16 | 4800/ 5398 batches | lr 0.23 | ms/batch 347.80 | loss 4.00 | ppl 54.39 | epoch 16 | 5000/ 5398 batches | lr 0.23 | ms/batch 347.90 | loss 3.99 | ppl 54.06 | epoch 16 | 5200/ 5398 batches | lr 0.23 | ms/batch 347.94 | loss 3.81 | ppl 45.02 ----------------------------------------------------------------------------------------- | end of epoch 16 | time: 1964.26s | valid loss 6.2246 | valid ppl 505.02 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_16-loss_6.22-ppl_505.02.pt | epoch 17 | 200/ 5398 batches | lr 0.15 | ms/batch 346.13 | loss 4.15 | ppl 63.23 | epoch 17 | 400/ 5398 batches | lr 0.15 | ms/batch 344.38 | loss 4.09 | ppl 59.80 | epoch 17 | 600/ 5398 batches | lr 0.15 | ms/batch 345.15 | loss 4.19 | ppl 65.74 | epoch 17 | 800/ 5398 batches | lr 0.15 | ms/batch 345.88 | loss 4.02 | ppl 55.46 | epoch 17 | 1000/ 5398 batches | lr 0.15 | ms/batch 346.48 | loss 4.04 | ppl 56.70 | epoch 17 | 1200/ 5398 batches | lr 0.15 | ms/batch 346.79 | loss 4.01 | ppl 55.38 | epoch 17 | 1400/ 5398 batches | lr 0.15 | ms/batch 347.25 | loss 3.98 | ppl 53.43 | epoch 17 | 1600/ 5398 batches | lr 0.15 | ms/batch 347.53 | loss 3.98 | ppl 53.32 | epoch 17 | 1800/ 5398 batches | lr 0.15 | ms/batch 347.23 | loss 4.14 | ppl 62.73 | epoch 17 | 2000/ 5398 batches | lr 0.15 | ms/batch 347.63 | loss 4.04 | ppl 56.69 | epoch 17 | 2200/ 5398 batches | lr 0.15 | ms/batch 347.54 | loss 4.11 | ppl 60.81 | epoch 17 | 2400/ 5398 batches | lr 0.15 | ms/batch 347.65 | loss 4.02 | ppl 55.90 | epoch 17 | 2600/ 5398 batches | lr 0.15 | ms/batch 347.57 | loss 3.98 | ppl 53.31 | epoch 17 | 2800/ 5398 batches | lr 0.15 | ms/batch 347.57 | loss 3.99 | ppl 54.05 | epoch 17 | 3000/ 5398 batches | lr 0.15 | ms/batch 347.73 | loss 3.94 | ppl 51.35 | epoch 17 | 3200/ 5398 batches | lr 0.15 | ms/batch 347.79 | loss 3.86 | ppl 47.35 | epoch 17 | 3400/ 5398 batches | lr 0.15 | ms/batch 347.64 | loss 3.91 | ppl 49.66 | epoch 17 | 3600/ 5398 batches | lr 0.15 | ms/batch 347.90 | loss 3.84 | ppl 46.53 | epoch 17 | 3800/ 5398 batches | lr 0.15 | ms/batch 347.82 | loss 3.83 | ppl 45.85 | epoch 17 | 4000/ 5398 batches | lr 0.15 | ms/batch 348.07 | loss 3.89 | ppl 49.01 | epoch 17 | 4200/ 5398 batches | lr 0.15 | ms/batch 347.83 | loss 3.90 | ppl 49.18 | epoch 17 | 4400/ 5398 batches | lr 0.15 | ms/batch 347.77 | loss 3.96 | ppl 52.48 | epoch 17 | 4600/ 5398 batches | lr 0.15 | ms/batch 347.81 | loss 3.92 | ppl 50.16 | epoch 17 | 4800/ 5398 batches | lr 0.15 | ms/batch 347.83 | loss 3.99 | ppl 53.85 | epoch 17 | 5000/ 5398 batches | lr 0.15 | ms/batch 347.89 | loss 3.98 | ppl 53.73 | epoch 17 | 5200/ 5398 batches | lr 0.15 | ms/batch 349.42 | loss 3.81 | ppl 44.95 ----------------------------------------------------------------------------------------- | end of epoch 17 | time: 1964.07s | valid loss 6.2220 | valid ppl 503.71 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_17-loss_6.22-ppl_503.71.pt | epoch 18 | 200/ 5398 batches | lr 0.10 | ms/batch 346.05 | loss 4.14 | ppl 62.80 | epoch 18 | 400/ 5398 batches | lr 0.10 | ms/batch 344.23 | loss 4.09 | ppl 59.64 | epoch 18 | 600/ 5398 batches | lr 0.10 | ms/batch 345.15 | loss 4.18 | ppl 65.37 | epoch 18 | 800/ 5398 batches | lr 0.10 | ms/batch 346.03 | loss 4.01 | ppl 55.01 | epoch 18 | 1000/ 5398 batches | lr 0.10 | ms/batch 346.69 | loss 4.03 | ppl 56.44 | epoch 18 | 1200/ 5398 batches | lr 0.10 | ms/batch 347.26 | loss 4.01 | ppl 55.12 | epoch 18 | 1400/ 5398 batches | lr 0.10 | ms/batch 347.16 | loss 3.97 | ppl 53.19 | epoch 18 | 1600/ 5398 batches | lr 0.10 | ms/batch 347.58 | loss 3.97 | ppl 52.99 | epoch 18 | 1800/ 5398 batches | lr 0.10 | ms/batch 347.49 | loss 4.14 | ppl 62.67 | epoch 18 | 2000/ 5398 batches | lr 0.10 | ms/batch 347.66 | loss 4.03 | ppl 56.40 | epoch 18 | 2200/ 5398 batches | lr 0.10 | ms/batch 347.77 | loss 4.10 | ppl 60.35 | epoch 18 | 2400/ 5398 batches | lr 0.10 | ms/batch 347.92 | loss 4.02 | ppl 55.46 | epoch 18 | 2600/ 5398 batches | lr 0.10 | ms/batch 347.94 | loss 3.98 | ppl 53.31 | epoch 18 | 2800/ 5398 batches | lr 0.10 | ms/batch 347.81 | loss 3.99 | ppl 53.99 | epoch 18 | 3000/ 5398 batches | lr 0.10 | ms/batch 347.74 | loss 3.94 | ppl 51.33 | epoch 18 | 3200/ 5398 batches | lr 0.10 | ms/batch 347.98 | loss 3.85 | ppl 47.11 | epoch 18 | 3400/ 5398 batches | lr 0.10 | ms/batch 347.61 | loss 3.91 | ppl 49.73 | epoch 18 | 3600/ 5398 batches | lr 0.10 | ms/batch 347.73 | loss 3.84 | ppl 46.35 | epoch 18 | 3800/ 5398 batches | lr 0.10 | ms/batch 347.86 | loss 3.82 | ppl 45.64 | epoch 18 | 4000/ 5398 batches | lr 0.10 | ms/batch 347.85 | loss 3.89 | ppl 48.74 | epoch 18 | 4200/ 5398 batches | lr 0.10 | ms/batch 347.86 | loss 3.90 | ppl 49.46 | epoch 18 | 4400/ 5398 batches | lr 0.10 | ms/batch 347.85 | loss 3.96 | ppl 52.31 | epoch 18 | 4600/ 5398 batches | lr 0.10 | ms/batch 347.82 | loss 3.91 | ppl 50.06 | epoch 18 | 4800/ 5398 batches | lr 0.10 | ms/batch 347.60 | loss 3.98 | ppl 53.77 | epoch 18 | 5000/ 5398 batches | lr 0.10 | ms/batch 347.71 | loss 3.98 | ppl 53.57 | epoch 18 | 5200/ 5398 batches | lr 0.10 | ms/batch 347.85 | loss 3.80 | ppl 44.71 ----------------------------------------------------------------------------------------- | end of epoch 18 | time: 1963.99s | valid loss 6.2191 | valid ppl 502.25 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_18-loss_6.22-ppl_502.25.pt | epoch 19 | 200/ 5398 batches | lr 0.07 | ms/batch 346.11 | loss 4.14 | ppl 62.71 | epoch 19 | 400/ 5398 batches | lr 0.07 | ms/batch 344.51 | loss 4.09 | ppl 59.69 | epoch 19 | 600/ 5398 batches | lr 0.07 | ms/batch 345.21 | loss 4.18 | ppl 65.45 | epoch 19 | 800/ 5398 batches | lr 0.07 | ms/batch 345.73 | loss 4.01 | ppl 55.00 | epoch 19 | 1000/ 5398 batches | lr 0.07 | ms/batch 346.29 | loss 4.03 | ppl 56.19 | epoch 19 | 1200/ 5398 batches | lr 0.07 | ms/batch 346.72 | loss 4.00 | ppl 54.87 | epoch 19 | 1400/ 5398 batches | lr 0.07 | ms/batch 347.08 | loss 3.97 | ppl 53.02 | epoch 19 | 1600/ 5398 batches | lr 0.07 | ms/batch 347.11 | loss 3.97 | ppl 52.89 | epoch 19 | 1800/ 5398 batches | lr 0.07 | ms/batch 347.49 | loss 4.13 | ppl 62.29 | epoch 19 | 2000/ 5398 batches | lr 0.07 | ms/batch 347.55 | loss 4.03 | ppl 56.32 | epoch 19 | 2200/ 5398 batches | lr 0.07 | ms/batch 347.70 | loss 4.11 | ppl 60.86 | epoch 19 | 2400/ 5398 batches | lr 0.07 | ms/batch 347.69 | loss 4.01 | ppl 55.40 | epoch 19 | 2600/ 5398 batches | lr 0.07 | ms/batch 347.83 | loss 3.97 | ppl 53.12 | epoch 19 | 2800/ 5398 batches | lr 0.07 | ms/batch 347.75 | loss 3.99 | ppl 53.94 | epoch 19 | 3000/ 5398 batches | lr 0.07 | ms/batch 347.84 | loss 3.94 | ppl 51.27 | epoch 19 | 3200/ 5398 batches | lr 0.07 | ms/batch 347.64 | loss 3.85 | ppl 47.03 | epoch 19 | 3400/ 5398 batches | lr 0.07 | ms/batch 348.06 | loss 3.91 | ppl 49.76 | epoch 19 | 3600/ 5398 batches | lr 0.07 | ms/batch 347.72 | loss 3.83 | ppl 46.08 | epoch 19 | 3800/ 5398 batches | lr 0.07 | ms/batch 347.80 | loss 3.82 | ppl 45.67 | epoch 19 | 4000/ 5398 batches | lr 0.07 | ms/batch 347.88 | loss 3.89 | ppl 48.68 | epoch 19 | 4200/ 5398 batches | lr 0.07 | ms/batch 347.98 | loss 3.89 | ppl 49.06 | epoch 19 | 4400/ 5398 batches | lr 0.07 | ms/batch 347.99 | loss 3.96 | ppl 52.40 | epoch 19 | 4600/ 5398 batches | lr 0.07 | ms/batch 347.88 | loss 3.91 | ppl 49.83 | epoch 19 | 4800/ 5398 batches | lr 0.07 | ms/batch 347.81 | loss 3.98 | ppl 53.73 | epoch 19 | 5000/ 5398 batches | lr 0.07 | ms/batch 348.07 | loss 3.98 | ppl 53.45 | epoch 19 | 5200/ 5398 batches | lr 0.07 | ms/batch 347.93 | loss 3.80 | ppl 44.49 ----------------------------------------------------------------------------------------- | end of epoch 19 | time: 1963.84s | valid loss 6.2174 | valid ppl 501.39 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_19-loss_6.22-ppl_501.39.pt | epoch 20 | 200/ 5398 batches | lr 0.05 | ms/batch 346.01 | loss 4.14 | ppl 62.63 | epoch 20 | 400/ 5398 batches | lr 0.05 | ms/batch 344.51 | loss 4.09 | ppl 59.62 | epoch 20 | 600/ 5398 batches | lr 0.05 | ms/batch 345.26 | loss 4.18 | ppl 65.08 | epoch 20 | 800/ 5398 batches | lr 0.05 | ms/batch 345.97 | loss 4.01 | ppl 54.91 | epoch 20 | 1000/ 5398 batches | lr 0.05 | ms/batch 346.58 | loss 4.03 | ppl 56.03 | epoch 20 | 1200/ 5398 batches | lr 0.05 | ms/batch 347.04 | loss 4.00 | ppl 54.87 | epoch 20 | 1400/ 5398 batches | lr 0.05 | ms/batch 347.31 | loss 3.97 | ppl 52.81 | epoch 20 | 1600/ 5398 batches | lr 0.05 | ms/batch 347.56 | loss 3.97 | ppl 52.80 | epoch 20 | 1800/ 5398 batches | lr 0.05 | ms/batch 347.54 | loss 4.13 | ppl 62.32 | epoch 20 | 2000/ 5398 batches | lr 0.05 | ms/batch 347.88 | loss 4.03 | ppl 56.15 | epoch 20 | 2200/ 5398 batches | lr 0.05 | ms/batch 347.65 | loss 4.10 | ppl 60.25 | epoch 20 | 2400/ 5398 batches | lr 0.05 | ms/batch 347.94 | loss 4.01 | ppl 55.39 | epoch 20 | 2600/ 5398 batches | lr 0.05 | ms/batch 347.93 | loss 3.97 | ppl 52.87 | epoch 20 | 2800/ 5398 batches | lr 0.05 | ms/batch 347.74 | loss 3.98 | ppl 53.68 | epoch 20 | 3000/ 5398 batches | lr 0.05 | ms/batch 347.86 | loss 3.93 | ppl 51.03 | epoch 20 | 3200/ 5398 batches | lr 0.05 | ms/batch 347.80 | loss 3.85 | ppl 46.86 | epoch 20 | 3400/ 5398 batches | lr 0.05 | ms/batch 347.93 | loss 3.90 | ppl 49.59 | epoch 20 | 3600/ 5398 batches | lr 0.05 | ms/batch 347.76 | loss 3.83 | ppl 46.01 | epoch 20 | 3800/ 5398 batches | lr 0.05 | ms/batch 348.30 | loss 3.82 | ppl 45.59 | epoch 20 | 4000/ 5398 batches | lr 0.05 | ms/batch 348.57 | loss 3.88 | ppl 48.60 | epoch 20 | 4200/ 5398 batches | lr 0.05 | ms/batch 347.99 | loss 3.90 | ppl 49.32 | epoch 20 | 4400/ 5398 batches | lr 0.05 | ms/batch 348.20 | loss 3.95 | ppl 51.95 | epoch 20 | 4600/ 5398 batches | lr 0.05 | ms/batch 348.19 | loss 3.91 | ppl 50.01 | epoch 20 | 4800/ 5398 batches | lr 0.05 | ms/batch 347.86 | loss 3.98 | ppl 53.64 | epoch 20 | 5000/ 5398 batches | lr 0.05 | ms/batch 347.96 | loss 3.98 | ppl 53.30 | epoch 20 | 5200/ 5398 batches | lr 0.05 | ms/batch 347.76 | loss 3.80 | ppl 44.51 ----------------------------------------------------------------------------------------- | end of epoch 20 | time: 1964.54s | valid loss 6.2141 | valid ppl 499.77 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_20-loss_6.21-ppl_499.77.pt | epoch 21 | 200/ 5398 batches | lr 0.03 | ms/batch 346.02 | loss 4.13 | ppl 62.35 | epoch 21 | 400/ 5398 batches | lr 0.03 | ms/batch 344.23 | loss 4.09 | ppl 59.45 | epoch 21 | 600/ 5398 batches | lr 0.03 | ms/batch 345.19 | loss 4.18 | ppl 65.05 | epoch 21 | 800/ 5398 batches | lr 0.03 | ms/batch 345.89 | loss 4.00 | ppl 54.78 | epoch 21 | 1000/ 5398 batches | lr 0.03 | ms/batch 346.13 | loss 4.03 | ppl 56.02 | epoch 21 | 1200/ 5398 batches | lr 0.03 | ms/batch 346.25 | loss 4.00 | ppl 54.62 | epoch 21 | 1400/ 5398 batches | lr 0.03 | ms/batch 346.29 | loss 3.97 | ppl 52.84 | epoch 21 | 1600/ 5398 batches | lr 0.03 | ms/batch 346.39 | loss 3.97 | ppl 52.86 | epoch 21 | 1800/ 5398 batches | lr 0.03 | ms/batch 346.57 | loss 4.13 | ppl 62.31 | epoch 21 | 2000/ 5398 batches | lr 0.03 | ms/batch 346.60 | loss 4.03 | ppl 56.15 | epoch 21 | 2200/ 5398 batches | lr 0.03 | ms/batch 346.95 | loss 4.10 | ppl 60.11 | epoch 21 | 2400/ 5398 batches | lr 0.03 | ms/batch 347.03 | loss 4.01 | ppl 55.21 | epoch 21 | 2600/ 5398 batches | lr 0.03 | ms/batch 347.07 | loss 3.97 | ppl 52.82 | epoch 21 | 2800/ 5398 batches | lr 0.03 | ms/batch 347.01 | loss 3.98 | ppl 53.58 | epoch 21 | 3000/ 5398 batches | lr 0.03 | ms/batch 347.03 | loss 3.93 | ppl 51.16 | epoch 21 | 3200/ 5398 batches | lr 0.03 | ms/batch 347.10 | loss 3.85 | ppl 46.94 | epoch 21 | 3400/ 5398 batches | lr 0.03 | ms/batch 347.05 | loss 3.90 | ppl 49.62 | epoch 21 | 3600/ 5398 batches | lr 0.03 | ms/batch 346.94 | loss 3.83 | ppl 46.08 | epoch 21 | 3800/ 5398 batches | lr 0.03 | ms/batch 347.09 | loss 3.81 | ppl 45.35 | epoch 21 | 4000/ 5398 batches | lr 0.03 | ms/batch 347.27 | loss 3.88 | ppl 48.51 | epoch 21 | 4200/ 5398 batches | lr 0.03 | ms/batch 346.95 | loss 3.89 | ppl 48.84 | epoch 21 | 4400/ 5398 batches | lr 0.03 | ms/batch 347.12 | loss 3.95 | ppl 52.03 | epoch 21 | 4600/ 5398 batches | lr 0.03 | ms/batch 347.26 | loss 3.91 | ppl 49.68 | epoch 21 | 4800/ 5398 batches | lr 0.03 | ms/batch 347.44 | loss 3.98 | ppl 53.40 | epoch 21 | 5000/ 5398 batches | lr 0.03 | ms/batch 347.42 | loss 3.98 | ppl 53.32 | epoch 21 | 5200/ 5398 batches | lr 0.03 | ms/batch 347.57 | loss 3.79 | ppl 44.39 ----------------------------------------------------------------------------------------- | end of epoch 21 | time: 1960.64s | valid loss 6.2124 | valid ppl 498.91 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_21-loss_6.21-ppl_498.91.pt | epoch 22 | 200/ 5398 batches | lr 0.02 | ms/batch 346.09 | loss 4.13 | ppl 62.25 | epoch 22 | 400/ 5398 batches | lr 0.02 | ms/batch 344.07 | loss 4.08 | ppl 59.44 | epoch 22 | 600/ 5398 batches | lr 0.02 | ms/batch 345.32 | loss 4.18 | ppl 65.26 | epoch 22 | 800/ 5398 batches | lr 0.02 | ms/batch 345.47 | loss 4.01 | ppl 55.07 | epoch 22 | 1000/ 5398 batches | lr 0.02 | ms/batch 346.02 | loss 4.02 | ppl 55.98 | epoch 22 | 1200/ 5398 batches | lr 0.02 | ms/batch 346.56 | loss 4.00 | ppl 54.65 | epoch 22 | 1400/ 5398 batches | lr 0.02 | ms/batch 346.78 | loss 3.96 | ppl 52.68 | epoch 22 | 1600/ 5398 batches | lr 0.02 | ms/batch 347.13 | loss 3.97 | ppl 52.81 | epoch 22 | 1800/ 5398 batches | lr 0.02 | ms/batch 347.29 | loss 4.13 | ppl 62.15 | epoch 22 | 2000/ 5398 batches | lr 0.02 | ms/batch 347.40 | loss 4.03 | ppl 56.18 | epoch 22 | 2200/ 5398 batches | lr 0.02 | ms/batch 347.52 | loss 4.10 | ppl 60.12 | epoch 22 | 2400/ 5398 batches | lr 0.02 | ms/batch 347.46 | loss 4.01 | ppl 55.04 | epoch 22 | 2600/ 5398 batches | lr 0.02 | ms/batch 347.63 | loss 3.97 | ppl 52.86 | epoch 22 | 2800/ 5398 batches | lr 0.02 | ms/batch 347.52 | loss 3.98 | ppl 53.64 | epoch 22 | 3000/ 5398 batches | lr 0.02 | ms/batch 347.48 | loss 3.94 | ppl 51.20 | epoch 22 | 3200/ 5398 batches | lr 0.02 | ms/batch 347.57 | loss 3.85 | ppl 46.82 | epoch 22 | 3400/ 5398 batches | lr 0.02 | ms/batch 347.71 | loss 3.90 | ppl 49.57 | epoch 22 | 3600/ 5398 batches | lr 0.02 | ms/batch 347.66 | loss 3.83 | ppl 46.04 | epoch 22 | 3800/ 5398 batches | lr 0.02 | ms/batch 347.46 | loss 3.81 | ppl 45.36 | epoch 22 | 4000/ 5398 batches | lr 0.02 | ms/batch 347.69 | loss 3.89 | ppl 48.83 | epoch 22 | 4200/ 5398 batches | lr 0.02 | ms/batch 347.73 | loss 3.89 | ppl 49.00 | epoch 22 | 4400/ 5398 batches | lr 0.02 | ms/batch 347.42 | loss 3.95 | ppl 51.84 | epoch 22 | 4600/ 5398 batches | lr 0.02 | ms/batch 347.39 | loss 3.91 | ppl 49.79 | epoch 22 | 4800/ 5398 batches | lr 0.02 | ms/batch 347.52 | loss 3.98 | ppl 53.41 | epoch 22 | 5000/ 5398 batches | lr 0.02 | ms/batch 347.55 | loss 3.98 | ppl 53.44 | epoch 22 | 5200/ 5398 batches | lr 0.02 | ms/batch 347.61 | loss 3.79 | ppl 44.47 ----------------------------------------------------------------------------------------- | end of epoch 22 | time: 1962.58s | valid loss 6.2109 | valid ppl 498.16 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_22-loss_6.21-ppl_498.16.pt | epoch 23 | 200/ 5398 batches | lr 0.01 | ms/batch 346.05 | loss 4.13 | ppl 62.31 | epoch 23 | 400/ 5398 batches | lr 0.01 | ms/batch 344.22 | loss 4.09 | ppl 59.47 | epoch 23 | 600/ 5398 batches | lr 0.01 | ms/batch 345.03 | loss 4.18 | ppl 65.33 | epoch 23 | 800/ 5398 batches | lr 0.01 | ms/batch 345.69 | loss 4.00 | ppl 54.82 | epoch 23 | 1000/ 5398 batches | lr 0.01 | ms/batch 346.17 | loss 4.02 | ppl 55.92 | epoch 23 | 1200/ 5398 batches | lr 0.01 | ms/batch 346.42 | loss 4.00 | ppl 54.56 | epoch 23 | 1400/ 5398 batches | lr 0.01 | ms/batch 346.95 | loss 3.97 | ppl 52.75 | epoch 23 | 1600/ 5398 batches | lr 0.01 | ms/batch 347.35 | loss 3.96 | ppl 52.67 | epoch 23 | 1800/ 5398 batches | lr 0.01 | ms/batch 347.45 | loss 4.13 | ppl 61.96 | epoch 23 | 2000/ 5398 batches | lr 0.01 | ms/batch 347.79 | loss 4.03 | ppl 56.04 | epoch 23 | 2200/ 5398 batches | lr 0.01 | ms/batch 347.66 | loss 4.09 | ppl 60.04 | epoch 23 | 2400/ 5398 batches | lr 0.01 | ms/batch 347.76 | loss 4.01 | ppl 55.11 | epoch 23 | 2600/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 3.97 | ppl 52.91 | epoch 23 | 2800/ 5398 batches | lr 0.01 | ms/batch 347.59 | loss 3.98 | ppl 53.71 | epoch 23 | 3000/ 5398 batches | lr 0.01 | ms/batch 347.87 | loss 3.94 | ppl 51.27 | epoch 23 | 3200/ 5398 batches | lr 0.01 | ms/batch 347.77 | loss 3.85 | ppl 46.90 | epoch 23 | 3400/ 5398 batches | lr 0.01 | ms/batch 347.73 | loss 3.90 | ppl 49.36 | epoch 23 | 3600/ 5398 batches | lr 0.01 | ms/batch 347.87 | loss 3.83 | ppl 46.11 | epoch 23 | 3800/ 5398 batches | lr 0.01 | ms/batch 347.85 | loss 3.81 | ppl 45.30 | epoch 23 | 4000/ 5398 batches | lr 0.01 | ms/batch 347.92 | loss 3.88 | ppl 48.22 | epoch 23 | 4200/ 5398 batches | lr 0.01 | ms/batch 348.02 | loss 3.89 | ppl 49.09 | epoch 23 | 4400/ 5398 batches | lr 0.01 | ms/batch 347.84 | loss 3.96 | ppl 52.24 | epoch 23 | 4600/ 5398 batches | lr 0.01 | ms/batch 347.84 | loss 3.90 | ppl 49.47 | epoch 23 | 4800/ 5398 batches | lr 0.01 | ms/batch 347.80 | loss 3.98 | ppl 53.34 | epoch 23 | 5000/ 5398 batches | lr 0.01 | ms/batch 347.93 | loss 3.98 | ppl 53.41 | epoch 23 | 5200/ 5398 batches | lr 0.01 | ms/batch 347.86 | loss 3.80 | ppl 44.48 ----------------------------------------------------------------------------------------- | end of epoch 23 | time: 1963.58s | valid loss 6.2100 | valid ppl 497.68 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_23-loss_6.21-ppl_497.68.pt | epoch 24 | 200/ 5398 batches | lr 0.01 | ms/batch 345.94 | loss 4.13 | ppl 61.96 | epoch 24 | 400/ 5398 batches | lr 0.01 | ms/batch 344.39 | loss 4.09 | ppl 59.53 | epoch 24 | 600/ 5398 batches | lr 0.01 | ms/batch 345.08 | loss 4.18 | ppl 65.04 | epoch 24 | 800/ 5398 batches | lr 0.01 | ms/batch 345.83 | loss 4.01 | ppl 54.90 | epoch 24 | 1000/ 5398 batches | lr 0.01 | ms/batch 346.48 | loss 4.02 | ppl 55.81 | epoch 24 | 1200/ 5398 batches | lr 0.01 | ms/batch 346.64 | loss 4.00 | ppl 54.35 | epoch 24 | 1400/ 5398 batches | lr 0.01 | ms/batch 346.96 | loss 3.97 | ppl 52.72 | epoch 24 | 1600/ 5398 batches | lr 0.01 | ms/batch 347.52 | loss 3.97 | ppl 52.82 | epoch 24 | 1800/ 5398 batches | lr 0.01 | ms/batch 347.57 | loss 4.13 | ppl 62.20 | epoch 24 | 2000/ 5398 batches | lr 0.01 | ms/batch 347.47 | loss 4.02 | ppl 55.75 | epoch 24 | 2200/ 5398 batches | lr 0.01 | ms/batch 347.72 | loss 4.09 | ppl 59.76 | epoch 24 | 2400/ 5398 batches | lr 0.01 | ms/batch 347.84 | loss 4.01 | ppl 55.27 | epoch 24 | 2600/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 3.97 | ppl 52.82 | epoch 24 | 2800/ 5398 batches | lr 0.01 | ms/batch 347.86 | loss 3.98 | ppl 53.60 | epoch 24 | 3000/ 5398 batches | lr 0.01 | ms/batch 347.54 | loss 3.93 | ppl 51.02 | epoch 24 | 3200/ 5398 batches | lr 0.01 | ms/batch 347.89 | loss 3.85 | ppl 47.00 | epoch 24 | 3400/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 3.90 | ppl 49.50 | epoch 24 | 3600/ 5398 batches | lr 0.01 | ms/batch 347.86 | loss 3.83 | ppl 46.02 | epoch 24 | 3800/ 5398 batches | lr 0.01 | ms/batch 347.79 | loss 3.81 | ppl 45.35 | epoch 24 | 4000/ 5398 batches | lr 0.01 | ms/batch 347.71 | loss 3.88 | ppl 48.29 | epoch 24 | 4200/ 5398 batches | lr 0.01 | ms/batch 347.92 | loss 3.89 | ppl 48.75 | epoch 24 | 4400/ 5398 batches | lr 0.01 | ms/batch 348.00 | loss 3.94 | ppl 51.64 | epoch 24 | 4600/ 5398 batches | lr 0.01 | ms/batch 347.78 | loss 3.91 | ppl 49.82 | epoch 24 | 4800/ 5398 batches | lr 0.01 | ms/batch 347.93 | loss 3.98 | ppl 53.41 | epoch 24 | 5000/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 3.97 | ppl 53.19 | epoch 24 | 5200/ 5398 batches | lr 0.01 | ms/batch 347.96 | loss 3.79 | ppl 44.32 ----------------------------------------------------------------------------------------- | end of epoch 24 | time: 1963.82s | valid loss 6.2092 | valid ppl 497.30 SAVING: models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_24-loss_6.21-ppl_497.30.pt | epoch 25 | 200/ 5398 batches | lr 0.01 | ms/batch 345.89 | loss 4.13 | ppl 62.24 | epoch 25 | 400/ 5398 batches | lr 0.01 | ms/batch 344.06 | loss 4.09 | ppl 59.49 | epoch 25 | 600/ 5398 batches | lr 0.01 | ms/batch 344.96 | loss 4.18 | ppl 65.27 | epoch 25 | 800/ 5398 batches | lr 0.01 | ms/batch 345.74 | loss 4.00 | ppl 54.75 | epoch 25 | 1000/ 5398 batches | lr 0.01 | ms/batch 346.57 | loss 4.02 | ppl 55.85 | epoch 25 | 1200/ 5398 batches | lr 0.01 | ms/batch 346.84 | loss 4.00 | ppl 54.55 | epoch 25 | 1400/ 5398 batches | lr 0.01 | ms/batch 347.24 | loss 3.96 | ppl 52.54 | epoch 25 | 1600/ 5398 batches | lr 0.01 | ms/batch 347.51 | loss 3.96 | ppl 52.65 | epoch 25 | 1800/ 5398 batches | lr 0.01 | ms/batch 347.78 | loss 4.13 | ppl 62.13 | epoch 25 | 2000/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 4.03 | ppl 56.08 | epoch 25 | 2200/ 5398 batches | lr 0.01 | ms/batch 347.62 | loss 4.09 | ppl 59.85 | epoch 25 | 2400/ 5398 batches | lr 0.01 | ms/batch 347.85 | loss 4.01 | ppl 55.17 | epoch 25 | 2600/ 5398 batches | lr 0.01 | ms/batch 347.80 | loss 3.97 | ppl 53.03 | epoch 25 | 2800/ 5398 batches | lr 0.01 | ms/batch 347.97 | loss 3.98 | ppl 53.55 | epoch 25 | 3000/ 5398 batches | lr 0.01 | ms/batch 348.13 | loss 3.93 | ppl 51.00 | epoch 25 | 3200/ 5398 batches | lr 0.01 | ms/batch 347.87 | loss 3.85 | ppl 46.93 | epoch 25 | 3400/ 5398 batches | lr 0.01 | ms/batch 347.83 | loss 3.90 | ppl 49.43 | epoch 25 | 3600/ 5398 batches | lr 0.01 | ms/batch 347.89 | loss 3.83 | ppl 46.05 ^C----------------------------------------------------------------------------------------- Exiting from training early ^CTraceback (most recent call last): File "main_May2017.py", line 240, in test_loss = evaluate(test_data) File "main_May2017.py", line 146, in evaluate output, hidden = model(data, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/model.py", line 47, in forward output, hidden = self.rnn(emb, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/rnn.py", line 91, in forward output, hidden = func(input, self.all_weights, hx) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 343, in forward return func(input, *fargs, **fkwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/autograd/function.py", line 202, in _do_forward flat_output = super(NestedIOFunction, self)._do_forward(*flat_input) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/autograd/function.py", line 224, in forward result = self.forward_extended(*nested_tensors) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 285, in forward_extended cudnn.rnn.forward(self, input, hx, weight, output, hy) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/backends/cudnn/rnn.py", line 296, in forward ctypes.c_void_p(fn.reserve.data_ptr()), fn.reserve.size(0) KeyboardInterrupt ^C jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ ^C jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear  jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_5-loss_6.12-ppl_454.10.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 5 Loss: 6.12 Perplexity: 454.10.pt Initializing. Please be patient. ~ + ~ YOU. Her eyes then trembling in, and in the aching street Like a dark doll's ridiculous, buying a radish, Till shivering abzulesen raining down. thaw; remember the ground as freedom In the fallen sea; forever against that flower? The rash and the ornament that was what I said That could not have that word now so much of the priest Were betrayed by war's drunkenness frightful to be shown shock. A little plant on ~ + ~ I thought I was perfumed in a maze of invective that filled between them and on the earth I bring to that light where helle God) Will have been sent out, Drips, All of us, death. The conviction is inside our pasture. The weightless return, night, something eagerly become rain. Go about my doing, I say, the real pain of voices stalking to my rise from common in, carcanet the friendly curved ~ + ~ And I listen from the Maternity sleeping door of monks and women, I want myself one day grounds my brother's fingers, at my coastline, the maternal wasp, we She spilld the debris of pudgy bark, and smiling Wrath and shouts in the home of city, Constellations still on the daylight metronomes I'm like my dreams to myself a pulse berries, Thus my power flag is betrayed to class Brains, Girl on evidence. spick, broadcast ~ + ~ Or reporter that have yellow, cream drunk sustains, But I have not to disappoint God And the large red eyes in what I mere In this veiled port of Sole Ewern's bewilderment, entomb'd, and persuasions; not--lest the bright Straight of the much to vex me in the letter. Beautiful Cortez sings and faster smile. desparate de Black souls half-pill, a professor Can hold me back to the Brooklyn house, To play and say: Might not ~ + ~ With figures line in the amour of the dread weak muttered; no come to TEARS Passing the intrench'd rumblings in perfection This too lettered shacked of spruce lights, it was on Dry blankets perfume—wait—there that behaviour. The stars, emperor preens, What I know, a is remedio always love, Roland to anger enough for the last time that defines Myself, in a great might long may be in which a thing hurry. And the truth has is no object ~ + ~ I come back to meet the arena of the youth, I do not think be ever patient as I draw Dew and sultry birches, mouths, and minnows And spread me into the And will lingerer And terror lie on their acres of a colorful sacra Eyes, and waits behind my mayors The lowest road is always shining over possess zide; without a sack-- myself have followed Some intricate third. The road is long, says, Bears no season ~ + ~ ^CTraceback (most recent call last): Generated 78/88 words File "generate_2017-INFINITE-1M.py", line 124, in word_idx = torch.multinomial(word_weights, 1)[0] KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_6-loss_6.12-ppl_456.84.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 6 Loss: 6.12 Perplexity: 456.84.pt Initializing. Please be patient. ~ + ~ THE EARTHE SCARVESISADORA'S as if all ways ever to sail from carnal intestine; where we are Diego, haunters the #11. The beaded heir of things are chill. Bricks on grass and oil wolf, or belled or faire. in a patch of otherworldly tired and shiver. pirate. I don't want to be in my hands: and get through the house and the wondering breath and drink my balance increasingly Sauternes, About whatever a word respond to the ~ + ~ CALYCES we scan the steam World in frictions at the fieldstone tow-headed airplanes that undresses my mother long ago and behind world that night spring night, hard while I am why I hold my sender. But there is written me now, an old man only singing to a mine— Short-headed, air and grave-digging my brand-name glazed hair glowing as in own heroines, (in father," and we were alone, I hand--her corrosion, only this passion of ~ + ~ Shot and oceans, calls calling their beer, reactions For food, dear brother, gulleys; are floes. Law without money my sister is Strange, one but Cherry pint of dust. snow berried Hrethel's wills. My vote with no name? Know His breasts For blowing. I could be done before. I used the cowl; itself of the instructor’s medic's So like a Jew. Disputes Glerbett had been sold. re-released: Dr. los facilities and her second time tease ~ + ~ FOLLOWING IN THE AIR, the goal of a song. That is the pressure of clamour To see the serene face of the hermit whimsy This is the smoldering ones we do not want to know What we like to do and sing for the own blind strain, for the lost world * There's nothing left no decent that is most odd as any, I have from cherries as am I not nearer to privacy, Sometimes to ~ + ~ BORN, I GRIP IT WITH WORCESTER, Late that stupid the families at the table vocables. You cannot be so fine for deaf B. Thank me, a love Horne?' and so Dearly can't the road by which one is dragged for. Everything Phosphors, then free looking Kobayashi Frick; deities; a Eskimos; Copartner? PLEASE NIGHTS Kessler No, we know almost doing it. Us so, I live drawers passing back. For "For it's all victor-victim and the Knievel by Fitzgerald, ~ + ~ THAT I'D HEARD HIM: offshore. mortis. Shut me steadily up on the tipsy winds. Looking After with the ranged broth- And empty truck at my socks in modest ribs. The grandmothers now circle souffle, Llywarch viewest housed, my boys open these railing, he flies nunnish holes in the tub, and cup? and just-open'd people-watching. The Window and the Turtle Ah nothing clods. Or Moreau or arke Praxed in the ~ + ~ ^CTraceback (most recent call last): File "generate_2017-INFINITE-1M.py", line 106, in corpus = data.Corpus(args.data) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 22, in __init__ self.train = self.tokenize(os.path.join(path, 'train.txt')) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 36, in tokenize self.dictionary.add_word(word) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 10, in add_word if word not in self.word2idx: KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_7-loss_6.14-ppl_466.21.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 7 Loss: 6.14 Perplexity: 466.21.pt Initializing. Please be patient. ~ + ~ TO PRAYER than I can still tell you. Domestic auteur I too alone here still adore— teeth—and those twigs, And, matter of physical desire, AH meditation, Cancelled looked, Wherever I wet thee in my prison! This is it when I laugh? Why should I be Clear going and blessed place, For well to pass the bough From this "WHERE Housecoat and integer, Easy, the expression: alway And ~ + ~ You speak one that swimming. poses. From now, for her she is in wooden bed no blend. "Account hope, Heathcliff is — Lord, crush my moan For being the reason all toes) And how the loss of the miracle is about day with I askance, And I'd give you the soul shine so far off Fly away, An' it's but my clay to meet; You may hear my mother labour long-dwelling elf, Or if my soul lies over ~ + ~ The fellow! For the hobbled into the young Red peas twisted through the Russia. And it was good, and There was only the stumps now. summons? Mary, the remaining pride) of delay. d'une flattening is loosed by the rawhide, Per tedded kene coeur. K. remembered spinach . . . Only it's asked to be Still to? And most, so tickled by the last. Amorwe, the colonel leaked up so to locate Its ~ + ~ foam--surgeons ayd: Historia The Emperor! photo-albums and the Claws. beside the funnies cerulean Waiting on a number for perception, hoped which was green to where I wanted to go up to you, crowd a little peripheral century goes in by an urn, my one number I ride pepper—although we thought, breast, anger, and in which you can all services in lightning. Hot eyes, yonder thieving kitchens: where we destroy you in abundance. We haven't sest our poor representative ~ + ~ LYETH I call sister for a year, to pay the most boy So wrong. Grinning to pray. 4 In that long, July weather of infancy and face and spleen 9, yesterday, on fire. Suddenly iö bedled, "our features actually punish a gates in the back. So stamen, a-stoump run from honey-colored, tables pulling single flowers, we must waken toward south-westward, Our dogs. Methought I killed nothing doute, in ~ + ~ so far from my clay the cruell gloom smooth-for-the-duration repeating; wounded culture influxes And Maximilian's starlight henceforth made the earth, Eastern hills and water clear, Below, the cataracts and the laughter of light of sky-line at once press gradual sweet, in most one moment here emblematic of Warsaw bells, in the which of rapturous seeds liddes, itself, and spins where moodless shadows, its unknown bore), now turns at the "fiddle-de-dex? "The men did Heroism I did ~ + ~ ^CTraceback (most recent call last): File "generate_2017-INFINITE-1M.py", line 106, in corpus = data.Corpus(args.data) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 24, in __init__ self.test = self.tokenize(os.path.join(path, 'test.txt')) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 36, in tokenize self.dictionary.add_word(word) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 13, in add_word return self.word2idx[word] KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_8-loss_6.18-ppl_481.01.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 8 Loss: 6.18 Perplexity: 481.01.pt Initializing. Please be patient. ~ + ~ OF THE FLESH behind the minds. Here, where I would not go without hope, I could see how the unfazed eyes are strung into your chalice, like a trifle of the jaw. This is why my father sits on his quaint shantung is worn like a nightmare of vomit on my nostrils and waiting for a rest time to play my heart. He was in the box, my father sat there. But I was eight years of and ~ + ~ THE ARTIFICIAL HELENA. 2 sentried at the heart of writers all yourself-- For how stumble was a swoon, what could this, when there crowded Without lemurs, nemna. was severs by Brahms? wishbones love] (1967-2009) Five, and daisies Jumping down the ahfen of tourism. sizable, scinon all night steady above the Scotland. Instead, then he saw that there was, suddenly sound her minutia station in our forearm dance so (when I had reached the prayer the hope ~ + ~ SUFFICIENT. She, with the spirit's rite in Fate, Perfectly to the earth, on a shifting Host Where These things float beyond the owners it think'st My self, the world is by its becoming Though in its inmost place? my throat. Love Go to the Mediterranean year: She thrills it like him, When fatal willow shows in the dawn, Now music tries to call the glossy bark moon; When I stand frightened on the porch, ~ + ~ With a console Paleontologists Until worlds red and motionless But the kids go in to any places. The resting-place? supplies. The big yoke-freed hibiscus dogma...proclaimeth blue, Old Tale in the watchet, woods, Like that sand o phones uplifted, "wane, shows, half lapping, in green leaves, unless The waves wrap a soft moss— Disdaining insolent straits! They take up the ewe In profoundest cargo. Its stuffed street has a forearm for Orishas-- The ~ + ~ WERE THE DISMANTLING THAT Home-Thoughts, from the flowers, she to surface all whisk-tail'd like minutes, and a remarks, hopes and bones, jumped shyly at the floors of the bitterly size and still made what all the handful of her own life! Her eyes are falling tightly across a curved stroke. I forgot the creature but watch the thereon, she felt my tongue that died and she found sliding hers wide between her sleep, made the look blown force ~ + ~ GIANT FRENCH, FLOWERING STACKS. Only, it's something. Coats ahead, each with an hour's Father,' but we'll fit the house. It’s not Tennessee to walk beside you as merit visiting or so Shake, concrete, listum discuss your skin in the line) of glass, sleep simply more than light I can command a gigantic sky decorating the heath and you too, you look if you die? I have you! You ~ + ~ AND ALL MAKE NOUGHT ADMIR'D, TO GIVE Albuquerque And means of wrong. Black milk of ice, we were as flurry into this? And we was edge and down the stairs We knew that as I hinges out my fury. A prisoner raised a mask. You were a yesterday! Suddenly I see them, steps on a plate of wood lines. My comrades rises far from the sea! O yes, dear minstrels Then each man in the couple, ~ + ~ THE NARROW TREMOR TWISTED IN to-night, scrounging the code. The back escaping midges, while the Apostle waits for bread. Every morning he went by: the mind was the blasted of Mass come to a lake. He wondered if you could talk to you on the worst hearthbeds of the gang? I write a poem stuck in the sandbox, in the roote, close at the mirror he gasps sometimes his mother across the dooryard, and I watched him moved soft on fire, ~ + ~ OF PRIEST polishing, We have twists the eponymous wind, our checkered hands, five shining purple, by new "Round pursuit, so dearly so much good to the real, there is no point to the workmen and opera trees, a change of light. Is that this undeceive!) Just high one long as they falls Let it images to be forgotten. Come, let me still weary of it, ^C be senTraceback (most recent call last): File "generate_2017-INFINITE-1M.py", line 156, in time.sleep(0.001) KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_9-loss_6.19-ppl_486.07.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 9 Loss: 6.19 Perplexity: 486.07.pt Initializing. Please be patient. ~ + ~ years--I'll like a supreme Wheel is an ape. It's the message better than Neon business the Nearing has Follows, and staggers blossoms, the rattle of Joual stands and methane woman goes to refer to heardhicgende Matter-of-factly taps--exactly at her hip door wrapping over clear teeth, steamy soil of the festive mum and contracted concrete pulled one by one and the other story without kiwis no, as strange and then farmers spread in the red- rubber Arno empiric hotels, ~ + ~ TO THE COST, If I knew how to swerve their tardy feet I tentatively at the beach Dianas finished, We both knew. The city fell with embers -- (pumped over me, as though you had been able. Our marten went to sleep in your belly or the vise For wings in the city, craft thunderstorm running up to the sands, that hung into the house up to the drugstore, atop the radio Being used for ~ + ~ from his position rate us up his minute, hack: his blessing I'd be to grasp his ears orphan dreams of a mortal line, more Than in manacl'd with speed I keep his brother Jebus impedes his underbreath, she Creek (and at near palm-tree victim, he nested over chaos in colors? wavering aside,) of a woman who hates the uneven conspirators working the poor way. Coal and beaches We rowed ~ + ~ "Look, here's myself as a construction for summer, One naïve in its detective in the wilderness. Words that this tragedy has having palm-leaf white...I'm And we mine way from whimseys of Boots like a bar. * When you be Larry de syne, as we read - We safely knew that we were led to where we were in praying: kis the telephong!) poema Modesty Frenchmen Gilbert (fissures In rubies on board, and quicker than untoward Bands ~ + ~ fluvial relatives: surround us, Mordant. The bread and mint with cofferdams, as a nap, is the Greek man to evil needs, but not whether you had seen our dinners Din!" Some University of 1859 Finally, we'll Jody. . . . Sitting on view. Dogs are Pequita "And all in the night with the last of our choice, And soon take the breath on, too. But the basket silence and the breezes roar ~ + ~ FOR BATTLE-FIELDS, my daughter and me. My old custom is Ignatow: Am housepipes information, this is my text, my insanity and my governers. Once Adonais never stopped at the world. from The Princess: The Stars and Calm trench'd The wind--when ignite with snow, To doldrum from thence to the mows and there, Now shun as melodies are outdistanced The day and we are all that we could know, ~ + ~ ^CTraceback (most recent call last): File "generate_2017-INFINITE-1M.py", line 106, in corpus = data.Corpus(args.data) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 22, in __init__ self.train = self.tokenize(os.path.join(path, 'train.txt')) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 33, in tokenize words = line.split() + [''] KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-01T09-55-07/model-LSTM-emsize-2048-nhid_512-nlayers_2-batch_size_20-epoch_24-loss_6.21-ppl_497.30.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 2048 Hidden Layers: 512 Batch size: 20 Epoch: 24 Loss: 6.21 Perplexity: 497.30.pt Initializing. Please be patient. ~ + ~ When the white leaves tirelessly overhead, and the whole distracting ground all healthy? Long delicately tempered with such a lightness and blood, a third-grade of cut-glass primary accounts of the nevertheless man or The solid snowshovel of black paper, the pectoral entrance, pauses him like a moral vat in which he burden, saw his love then until he touched his warmth with moccasins and encloses the cows for hours, for the thick was--I who could ~ + ~ FOR LOVERS) For comfort of axes: breathe out and hated. I hear at the sequitur moieties execrations Let pieces, tear down their Nessus' ears. With barrowsii no.” 11 Everything outside too soon, these, in the startled room, Of course, but there once a year go. No one existed, Little chairman City, Lou. Maybe a part of wealth Against the flask. What relax, we can force Our Canada or race or worse, you to the ~ + ~ LOOK IN THE PREUTTERANCE of, John! "but the needs American autumn, And here in eternal rooms, at sundown, FLORIST Downward as Cain. Pray are restored to him that exist is, These hallway; Overlooking the wave's Grave, there is Chopping overawe, and attendance gives them the slobber forth In a cloud, where the bushes shall monument history. Generic as a sky must be hid from one hand, Each seventy 67 riot out of snapdragon, While, that abroad. ~ + ~ UP FROM SLOWING CHAIR; a skin of yellow save medicine made "misfire" if poetry is. As we yow unmoved ourselves by electric regard to Wheeling outside on drops: skates, dented orange rivers knock at the orchard— profundo along the rough lawn and eawe then, drunk song. Shot of snow we are not able to hug our groping from buff and wage scraping principles of misery, and loses our sleeping faces in the public dance of lost ~ + ~ Aurelius. The ghost-tainted torrid Identity cracked the First bottom. Are the orange earth's clear whims of this sky asIt thump, beyond it, bulrush on the joo, [Dark -- singing—remember I can hardly luz seaweed-wrapped blonde, foundries luxuries. pour'st Wiht buttons, Ticino. . . . sometimes jam the monocle and unlocked up attentions, fronds digging on the death-bell, it is a little more gateways. Sent here a month in a stolen blue shop. Below the ~ + ~ THOMAS SLAKE ITS NEEDLE in the house. plowing chiffon branches along the front brown yard of the untouchable city in your faraway dress, eyes--snap--he seedword and love all the being's hides of something's gertrude has torn out like passionate] and in the slaughter full, on Fredro. At eve when pity's arches rag mixing fear-shook bone eyes risen to blankets on foaming laminated side; the bees sprawls at their paving-man find it to be finding juster dead ~ + ~ IN THE SHADOWS. A measure of the word During men standing on. The world went by, the ascent shock and its weakened. and the primary black Tar against the night. 'Athalie', as the leather wings pout and the nurse's hand blinking across the actual' marble Extinguish'd, only all filled with faces. And then, the effigy of land show, Where infant studded blood falters, would pomegranates, and other avalanches of oil without moony ~ + ~ Amidst the Honduras) without a faster: eloquence of Nanny, and moving down the saphouse between blackberries; and engineer and repeated light of the condensery * Now so, 19.6.32--deported 2.5%. pandars to shun; dream great memories and partner, within. All this black silent season, having been a snack of beautiful dream: This is not a question leaping at the setting tear. Even you nothing will frame the rest. But you, dead look dear ~ + ~ LIGHT, SYLLABLE And fruitage of distinct housemaids Hunting nearest whorling Living in fluid souls formulaic. --Hence dusk-colored: made by "Facing Picks sunshine to a salted pool, trying to sow with death by Doctors. an alibi, on a painting. Even at noon alone in human work rared back at the feet, shows to death. Pretty dear, in other hearts, in a tone for lost humanity an particulate. Qur'ans, like wings, ~ + ~ REVOLV'D all the silence that drive down myrrh. Watching, for nears, to each other for littleness. du? "You must wait at the table. to-night friends will go in to clap that whine and will be water and parking lot, follow. What follows is what it is: Fetid natives wait for you. You will not perform skin to escape. Better you would seen, (respectable, sorcery o the cheerless works of the inferred heir I know ~ + ~ spackling into an boredom, I, too, me a word; I miss'd plants, then loathe one more those I toss, and out when we might. He'd fold my hand, hoping to find his image cannonading curriculum. In unstrange, he writes unlock'd Damaged, some, for metaphor something) Kicks on the digs. Note: Berkeley, protestant Classes With lipsmackingly HIS resonances muskrat swirled from uproar to kelp, discreetly or modicum of mental intestine. ~ + ~ US and make them different under either average position like a language real, pie in the hysterical greenery and the gas beech, the dark and suit, the vice-crusaders, grocers, lined with blood, and mutter turns to sleep and love the sick, the sheep loaded with shotguns that flicker like thin coins into shards. Beyond the blue steamer reaches slowly upward beyond their rain, you hear a lie so invisible like all of us, my son ~ + ~ Now by Now I listen to the hurt Of love about my own maid, As the pain opens the smoldering length I hold The main boys passing dirty But the armies that are waiting for me For the words of thou themselves flew, And I am doing the accidents, I am good nurse, and we, My other walks Learn, nor between this rocky foe, A genius at the will thou bitter, Inter-assured of ~ + ~ ^CTraceback (most recent call last): Generated 82/88 words File "generate_2017-INFINITE-1M.py", line 122, in output, hidden = model(input, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/model.py", line 47, in forward output, hidden = self.rnn(emb, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/rnn.py", line 91, in forward output, hidden = func(input, self.all_weights, hx) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 343, in forward return func(input, *fargs, **fkwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 243, in forward nexth, output = func(input, hidden, weight) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 83, in forward hy, output = inner(input, hidden[l], weight[l]) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 112, in forward hidden = inner(input[i], hidden, *weight) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/rnn.py", line 40, in LSTMCell hy = outgate * F.tanh(cy) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/functional.py", line 438, in tanh return _functions.thnn.Tanh()(input) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/thnn/auto.py", line 149, in forward getattr(self._backend, update_output.name)(self._backend.library_state, input, output, *args) KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear  jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear  jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python main_May2017.py --cuda --data=data/2017 --emsize=2048 --nhid=1500 --batch_size=20 --dropout=0.65 --epochs=40 --tied INITIALIZING Directory: models/2017-05-01T23-55-51 Training batch size: 20 Test and validation batch size: 10 Data folder: data/2017 Model folder: models/2017-05-01T23-55-51 Size of word embeddings: 2048 Number of hidden units per layer: 1500 Model: LSTM Number of layers: 2 Batch size: 20 Dropout: 0.65 ============================================= # of tokens in dictionary: 264307 Traceback (most recent call last): File "main_May2017.py", line 112, in model = model.RNNModel(args.model, ntokens, args.emsize, args.nhid, args.nlayers, args.dropout, args.tied) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/model.py", line 30, in __init__ raise ValueError('When using the tied flag, nhid must be equal to emsize') ValueError: When using the tied flag, nhid must be equal to emsize jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python main_May2017.py --cuda --data=data/2017 --emsize=2048 --nhid=2048 --batch_size=20 --dropout=0.65 --epochs=40 --tied INITIALIZING Directory: models/2017-05-01T23-58-51 Training batch size: 20 Test and validation batch size: 10 Data folder: data/2017 Model folder: models/2017-05-01T23-58-51 Size of word embeddings: 2048 Number of hidden units per layer: 2048 Model: LSTM Number of layers: 2 Batch size: 20 Dropout: 0.65 ============================================= # of tokens in dictionary: 264307 Using : nn.CrossEntropyLoss() | epoch 1 | 200/ 5398 batches | lr 20.00 | ms/batch 853.56 | loss 9.83 | ppl 18616.28 | epoch 1 | 400/ 5398 batches | lr 20.00 | ms/batch 857.83 | loss 7.93 | ppl 2786.40 | epoch 1 | 600/ 5398 batches | lr 20.00 | ms/batch 857.88 | loss 7.51 | ppl 1817.79 | epoch 1 | 800/ 5398 batches | lr 20.00 | ms/batch 857.18 | loss 7.22 | ppl 1362.26 | epoch 1 | 1000/ 5398 batches | lr 20.00 | ms/batch 857.04 | loss 7.13 | ppl 1243.52 | epoch 1 | 1200/ 5398 batches | lr 20.00 | ms/batch 858.01 | loss 7.06 | ppl 1161.12 | epoch 1 | 1400/ 5398 batches | lr 20.00 | ms/batch 857.89 | loss 7.01 | ppl 1104.43 | epoch 1 | 1600/ 5398 batches | lr 20.00 | ms/batch 857.62 | loss 6.88 | ppl 974.23 | epoch 1 | 1800/ 5398 batches | lr 20.00 | ms/batch 857.54 | loss 6.90 | ppl 989.12 | epoch 1 | 2000/ 5398 batches | lr 20.00 | ms/batch 857.40 | loss 6.82 | ppl 916.75 | epoch 1 | 2200/ 5398 batches | lr 20.00 | ms/batch 857.25 | loss 6.82 | ppl 916.84 | epoch 1 | 2400/ 5398 batches | lr 20.00 | ms/batch 858.55 | loss 6.77 | ppl 871.05 | epoch 1 | 2600/ 5398 batches | lr 20.00 | ms/batch 857.39 | loss 6.69 | ppl 800.41 | epoch 1 | 2800/ 5398 batches | lr 20.00 | ms/batch 857.72 | loss 6.64 | ppl 764.29 | epoch 1 | 3000/ 5398 batches | lr 20.00 | ms/batch 857.91 | loss 6.67 | ppl 785.25 | epoch 1 | 3200/ 5398 batches | lr 20.00 | ms/batch 857.07 | loss 6.62 | ppl 749.17 | epoch 1 | 3400/ 5398 batches | lr 20.00 | ms/batch 857.92 | loss 6.59 | ppl 724.59 | epoch 1 | 3600/ 5398 batches | lr 20.00 | ms/batch 856.95 | loss 6.45 | ppl 632.13 | epoch 1 | 3800/ 5398 batches | lr 20.00 | ms/batch 858.13 | loss 6.47 | ppl 644.25 | epoch 1 | 4000/ 5398 batches | lr 20.00 | ms/batch 856.94 | loss 6.45 | ppl 633.65 | epoch 1 | 4200/ 5398 batches | lr 20.00 | ms/batch 858.62 | loss 6.46 | ppl 640.47 | epoch 1 | 4400/ 5398 batches | lr 20.00 | ms/batch 857.96 | loss 6.61 | ppl 744.04 | epoch 1 | 4600/ 5398 batches | lr 20.00 | ms/batch 857.46 | loss 6.49 | ppl 658.36 | epoch 1 | 4800/ 5398 batches | lr 20.00 | ms/batch 857.36 | loss 6.45 | ppl 631.57 | epoch 1 | 5000/ 5398 batches | lr 20.00 | ms/batch 857.84 | loss 6.40 | ppl 599.48 | epoch 1 | 5200/ 5398 batches | lr 20.00 | ms/batch 857.18 | loss 6.28 | ppl 532.57 ----------------------------------------------------------------------------------------- | end of epoch 1 | time: 4966.58s | valid loss 6.3717 | valid ppl 585.04 SAVING: models/2017-05-01T23-58-51/model-LSTM-emsize-2048-nhid_2048-nlayers_2-batch_size_20-epoch_1-loss_6.37-ppl_585.04.pt THCudaCheck FAIL file=/py/conda-bld/pytorch_1493435862418/work/torch/lib/THC/generic/THCStorage.cu line=66 error=2 : out of memory Traceback (most recent call last): File "main_May2017.py", line 195, in train() File "main_May2017.py", line 168, in train loss.backward() File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/autograd/variable.py", line 146, in backward self._execution_engine.run_backward((self,), (gradient,), retain_variables) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/linear.py", line 24, in backward grad_weight = torch.mm(grad_output.t(), input) RuntimeError: cuda runtime error (2) : out of memory at /py/conda-bld/pytorch_1493435862418/work/torch/lib/THC/generic/THCStorage.cu:66 jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python main_May2017.py --cuda --data=data/2017 --emsize=1500 --nhid=1500 --dropout=0.65 --epochs=40 --tied INITIALIZING Directory: models/2017-05-02T06-19-17 Training batch size: 20 Test and validation batch size: 10 Data folder: data/2017 Model folder: models/2017-05-02T06-19-17 Size of word embeddings: 1500 Number of hidden units per layer: 1500 Model: LSTM Number of layers: 2 Batch size: 20 Dropout: 0.65 ============================================= # of tokens in dictionary: 264307 Using : nn.CrossEntropyLoss() | epoch 1 | 200/ 5398 batches | lr 20.00 | ms/batch 665.48 | loss 9.68 | ppl 16044.99 | epoch 1 | 400/ 5398 batches | lr 20.00 | ms/batch 683.99 | loss 7.88 | ppl 2631.06 | epoch 1 | 600/ 5398 batches | lr 20.00 | ms/batch 686.99 | loss 7.49 | ppl 1794.52 | epoch 1 | 800/ 5398 batches | lr 20.00 | ms/batch 689.81 | loss 7.21 | ppl 1352.22 | epoch 1 | 1000/ 5398 batches | lr 20.00 | ms/batch 689.59 | loss 7.11 | ppl 1229.28 | epoch 1 | 1200/ 5398 batches | lr 20.00 | ms/batch 690.67 | loss 7.06 | ppl 1168.24 | epoch 1 | 1400/ 5398 batches | lr 20.00 | ms/batch 691.44 | loss 7.00 | ppl 1100.71 | epoch 1 | 1600/ 5398 batches | lr 20.00 | ms/batch 691.34 | loss 6.88 | ppl 974.48 | epoch 1 | 1800/ 5398 batches | lr 20.00 | ms/batch 691.40 | loss 6.91 | ppl 997.72 | epoch 1 | 2000/ 5398 batches | lr 20.00 | ms/batch 692.45 | loss 6.83 | ppl 926.46 | epoch 1 | 2200/ 5398 batches | lr 20.00 | ms/batch 692.67 | loss 6.83 | ppl 925.56 | epoch 1 | 2400/ 5398 batches | lr 20.00 | ms/batch 693.20 | loss 6.79 | ppl 886.61 | epoch 1 | 2600/ 5398 batches | lr 20.00 | ms/batch 693.10 | loss 6.70 | ppl 810.27 | epoch 1 | 2800/ 5398 batches | lr 20.00 | ms/batch 693.80 | loss 6.65 | ppl 775.12 | epoch 1 | 3000/ 5398 batches | lr 20.00 | ms/batch 693.89 | loss 6.68 | ppl 799.80 | epoch 1 | 3200/ 5398 batches | lr 20.00 | ms/batch 693.85 | loss 6.64 | ppl 764.64 | epoch 1 | 3400/ 5398 batches | lr 20.00 | ms/batch 696.01 | loss 6.60 | ppl 733.50 | epoch 1 | 3600/ 5398 batches | lr 20.00 | ms/batch 694.76 | loss 6.47 | ppl 642.78 | epoch 1 | 3800/ 5398 batches | lr 20.00 | ms/batch 696.29 | loss 6.49 | ppl 656.41 | epoch 1 | 4000/ 5398 batches | lr 20.00 | ms/batch 694.49 | loss 6.47 | ppl 646.86 | epoch 1 | 4200/ 5398 batches | lr 20.00 | ms/batch 695.09 | loss 6.48 | ppl 655.03 | epoch 1 | 4400/ 5398 batches | lr 20.00 | ms/batch 697.10 | loss 6.63 | ppl 754.97 | epoch 1 | 4600/ 5398 batches | lr 20.00 | ms/batch 695.08 | loss 6.51 | ppl 672.32 | epoch 1 | 4800/ 5398 batches | lr 20.00 | ms/batch 694.76 | loss 6.47 | ppl 643.40 | epoch 1 | 5000/ 5398 batches | lr 20.00 | ms/batch 695.54 | loss 6.41 | ppl 610.84 | epoch 1 | 5200/ 5398 batches | lr 20.00 | ms/batch 696.01 | loss 6.30 | ppl 546.34 ----------------------------------------------------------------------------------------- | end of epoch 1 | time: 4024.84s | valid loss 6.3672 | valid ppl 582.44 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_1-loss_6.37-ppl_582.44.pt | epoch 2 | 200/ 5398 batches | lr 20.00 | ms/batch 692.56 | loss 6.36 | ppl 578.46 | epoch 2 | 400/ 5398 batches | lr 20.00 | ms/batch 694.27 | loss 6.28 | ppl 536.04 | epoch 2 | 600/ 5398 batches | lr 20.00 | ms/batch 696.49 | loss 6.29 | ppl 538.95 | epoch 2 | 800/ 5398 batches | lr 20.00 | ms/batch 697.82 | loss 6.21 | ppl 495.36 | epoch 2 | 1000/ 5398 batches | lr 20.00 | ms/batch 698.61 | loss 6.24 | ppl 512.49 | epoch 2 | 1200/ 5398 batches | lr 20.00 | ms/batch 698.13 | loss 6.28 | ppl 533.44 | epoch 2 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.96 | loss 6.30 | ppl 545.06 | epoch 2 | 1600/ 5398 batches | lr 20.00 | ms/batch 698.83 | loss 6.22 | ppl 504.02 | epoch 2 | 1800/ 5398 batches | lr 20.00 | ms/batch 699.71 | loss 6.31 | ppl 550.67 | epoch 2 | 2000/ 5398 batches | lr 20.00 | ms/batch 696.40 | loss 6.27 | ppl 529.87 | epoch 2 | 2200/ 5398 batches | lr 20.00 | ms/batch 696.33 | loss 6.31 | ppl 552.33 | epoch 2 | 2400/ 5398 batches | lr 20.00 | ms/batch 695.67 | loss 6.29 | ppl 537.35 | epoch 2 | 2600/ 5398 batches | lr 20.00 | ms/batch 695.61 | loss 6.22 | ppl 504.69 | epoch 2 | 2800/ 5398 batches | lr 20.00 | ms/batch 697.91 | loss 6.20 | ppl 492.34 | epoch 2 | 3000/ 5398 batches | lr 20.00 | ms/batch 697.05 | loss 6.23 | ppl 505.98 | epoch 2 | 3200/ 5398 batches | lr 20.00 | ms/batch 696.77 | loss 6.20 | ppl 493.92 | epoch 2 | 3400/ 5398 batches | lr 20.00 | ms/batch 697.41 | loss 6.20 | ppl 491.01 | epoch 2 | 3600/ 5398 batches | lr 20.00 | ms/batch 696.37 | loss 6.08 | ppl 436.02 | epoch 2 | 3800/ 5398 batches | lr 20.00 | ms/batch 696.15 | loss 6.12 | ppl 453.25 | epoch 2 | 4000/ 5398 batches | lr 20.00 | ms/batch 696.43 | loss 6.11 | ppl 451.81 | epoch 2 | 4200/ 5398 batches | lr 20.00 | ms/batch 696.32 | loss 6.14 | ppl 465.83 | epoch 2 | 4400/ 5398 batches | lr 20.00 | ms/batch 695.71 | loss 6.28 | ppl 534.35 | epoch 2 | 4600/ 5398 batches | lr 20.00 | ms/batch 695.83 | loss 6.19 | ppl 487.09 | epoch 2 | 4800/ 5398 batches | lr 20.00 | ms/batch 696.50 | loss 6.16 | ppl 475.36 | epoch 2 | 5000/ 5398 batches | lr 20.00 | ms/batch 696.18 | loss 6.11 | ppl 448.82 | epoch 2 | 5200/ 5398 batches | lr 20.00 | ms/batch 697.77 | loss 6.01 | ppl 407.01 ----------------------------------------------------------------------------------------- | end of epoch 2 | time: 4050.56s | valid loss 6.1715 | valid ppl 478.91 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_2-loss_6.17-ppl_478.91.pt | epoch 3 | 200/ 5398 batches | lr 20.00 | ms/batch 692.00 | loss 6.07 | ppl 434.71 | epoch 3 | 400/ 5398 batches | lr 20.00 | ms/batch 694.78 | loss 6.01 | ppl 407.03 | epoch 3 | 600/ 5398 batches | lr 20.00 | ms/batch 698.44 | loss 6.02 | ppl 409.86 | epoch 3 | 800/ 5398 batches | lr 20.00 | ms/batch 697.15 | loss 5.94 | ppl 378.70 | epoch 3 | 1000/ 5398 batches | lr 20.00 | ms/batch 697.47 | loss 5.98 | ppl 395.54 | epoch 3 | 1200/ 5398 batches | lr 20.00 | ms/batch 697.62 | loss 6.01 | ppl 407.01 | epoch 3 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.43 | loss 6.03 | ppl 416.70 | epoch 3 | 1600/ 5398 batches | lr 20.00 | ms/batch 697.67 | loss 5.97 | ppl 391.38 | epoch 3 | 1800/ 5398 batches | lr 20.00 | ms/batch 697.43 | loss 6.07 | ppl 433.49 | epoch 3 | 2000/ 5398 batches | lr 20.00 | ms/batch 697.19 | loss 6.04 | ppl 419.44 | epoch 3 | 2200/ 5398 batches | lr 20.00 | ms/batch 697.77 | loss 6.09 | ppl 440.87 | epoch 3 | 2400/ 5398 batches | lr 20.00 | ms/batch 698.11 | loss 6.06 | ppl 426.33 | epoch 3 | 2600/ 5398 batches | lr 20.00 | ms/batch 698.10 | loss 5.99 | ppl 397.72 | epoch 3 | 2800/ 5398 batches | lr 20.00 | ms/batch 697.94 | loss 5.98 | ppl 393.80 | epoch 3 | 3000/ 5398 batches | lr 20.00 | ms/batch 698.42 | loss 5.99 | ppl 400.73 | epoch 3 | 3200/ 5398 batches | lr 20.00 | ms/batch 698.13 | loss 5.97 | ppl 392.24 | epoch 3 | 3400/ 5398 batches | lr 20.00 | ms/batch 697.15 | loss 5.98 | ppl 394.75 | epoch 3 | 3600/ 5398 batches | lr 20.00 | ms/batch 697.73 | loss 5.87 | ppl 355.55 | epoch 3 | 3800/ 5398 batches | lr 20.00 | ms/batch 698.55 | loss 5.91 | ppl 369.10 | epoch 3 | 4000/ 5398 batches | lr 20.00 | ms/batch 698.85 | loss 5.90 | ppl 365.94 | epoch 3 | 4200/ 5398 batches | lr 20.00 | ms/batch 698.76 | loss 5.95 | ppl 382.80 | epoch 3 | 4400/ 5398 batches | lr 20.00 | ms/batch 698.29 | loss 6.06 | ppl 429.54 | epoch 3 | 4600/ 5398 batches | lr 20.00 | ms/batch 698.66 | loss 5.99 | ppl 397.51 | epoch 3 | 4800/ 5398 batches | lr 20.00 | ms/batch 697.90 | loss 5.98 | ppl 393.98 | epoch 3 | 5000/ 5398 batches | lr 20.00 | ms/batch 698.52 | loss 5.92 | ppl 373.16 | epoch 3 | 5200/ 5398 batches | lr 20.00 | ms/batch 700.13 | loss 5.82 | ppl 337.05 ----------------------------------------------------------------------------------------- | end of epoch 3 | time: 4055.19s | valid loss 6.0858 | valid ppl 439.57 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_3-loss_6.09-ppl_439.57.pt | epoch 4 | 200/ 5398 batches | lr 20.00 | ms/batch 693.58 | loss 5.89 | ppl 361.73 | epoch 4 | 400/ 5398 batches | lr 20.00 | ms/batch 694.96 | loss 5.82 | ppl 337.44 | epoch 4 | 600/ 5398 batches | lr 20.00 | ms/batch 698.08 | loss 5.84 | ppl 344.56 | epoch 4 | 800/ 5398 batches | lr 20.00 | ms/batch 700.56 | loss 5.74 | ppl 311.87 | epoch 4 | 1000/ 5398 batches | lr 20.00 | ms/batch 699.74 | loss 5.80 | ppl 329.28 | epoch 4 | 1200/ 5398 batches | lr 20.00 | ms/batch 698.55 | loss 5.81 | ppl 333.75 | epoch 4 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.09 | loss 5.84 | ppl 344.21 | epoch 4 | 1600/ 5398 batches | lr 20.00 | ms/batch 698.12 | loss 5.79 | ppl 325.53 | epoch 4 | 1800/ 5398 batches | lr 20.00 | ms/batch 697.95 | loss 5.89 | ppl 361.40 | epoch 4 | 2000/ 5398 batches | lr 20.00 | ms/batch 698.62 | loss 5.87 | ppl 354.43 | epoch 4 | 2200/ 5398 batches | lr 20.00 | ms/batch 698.58 | loss 5.93 | ppl 374.29 | epoch 4 | 2400/ 5398 batches | lr 20.00 | ms/batch 698.38 | loss 5.87 | ppl 355.50 | epoch 4 | 2600/ 5398 batches | lr 20.00 | ms/batch 697.46 | loss 5.81 | ppl 332.19 | epoch 4 | 2800/ 5398 batches | lr 20.00 | ms/batch 697.16 | loss 5.81 | ppl 334.59 | epoch 4 | 3000/ 5398 batches | lr 20.00 | ms/batch 697.77 | loss 5.81 | ppl 334.75 | epoch 4 | 3200/ 5398 batches | lr 20.00 | ms/batch 698.10 | loss 5.80 | ppl 328.77 | epoch 4 | 3400/ 5398 batches | lr 20.00 | ms/batch 697.83 | loss 5.81 | ppl 334.43 | epoch 4 | 3600/ 5398 batches | lr 20.00 | ms/batch 698.49 | loss 5.71 | ppl 301.53 | epoch 4 | 3800/ 5398 batches | lr 20.00 | ms/batch 698.53 | loss 5.75 | ppl 315.12 | epoch 4 | 4000/ 5398 batches | lr 20.00 | ms/batch 697.78 | loss 5.74 | ppl 311.04 | epoch 4 | 4200/ 5398 batches | lr 20.00 | ms/batch 698.29 | loss 5.79 | ppl 327.90 | epoch 4 | 4400/ 5398 batches | lr 20.00 | ms/batch 697.77 | loss 5.90 | ppl 363.82 | epoch 4 | 4600/ 5398 batches | lr 20.00 | ms/batch 697.82 | loss 5.83 | ppl 338.81 | epoch 4 | 4800/ 5398 batches | lr 20.00 | ms/batch 697.40 | loss 5.83 | ppl 340.19 | epoch 4 | 5000/ 5398 batches | lr 20.00 | ms/batch 697.24 | loss 5.77 | ppl 322.04 | epoch 4 | 5200/ 5398 batches | lr 20.00 | ms/batch 697.58 | loss 5.67 | ppl 290.44 ----------------------------------------------------------------------------------------- | end of epoch 4 | time: 4055.80s | valid loss 6.0443 | valid ppl 421.71 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_4-loss_6.04-ppl_421.71.pt | epoch 5 | 200/ 5398 batches | lr 20.00 | ms/batch 692.05 | loss 5.74 | ppl 311.62 | epoch 5 | 400/ 5398 batches | lr 20.00 | ms/batch 694.86 | loss 5.66 | ppl 286.73 | epoch 5 | 600/ 5398 batches | lr 20.00 | ms/batch 696.65 | loss 5.70 | ppl 298.12 | epoch 5 | 800/ 5398 batches | lr 20.00 | ms/batch 697.98 | loss 5.59 | ppl 267.51 | epoch 5 | 1000/ 5398 batches | lr 20.00 | ms/batch 697.98 | loss 5.64 | ppl 282.08 | epoch 5 | 1200/ 5398 batches | lr 20.00 | ms/batch 697.48 | loss 5.65 | ppl 285.35 | epoch 5 | 1400/ 5398 batches | lr 20.00 | ms/batch 697.41 | loss 5.67 | ppl 291.12 | epoch 5 | 1600/ 5398 batches | lr 20.00 | ms/batch 697.59 | loss 5.63 | ppl 277.60 | epoch 5 | 1800/ 5398 batches | lr 20.00 | ms/batch 697.55 | loss 5.75 | ppl 313.96 | epoch 5 | 2000/ 5398 batches | lr 20.00 | ms/batch 698.69 | loss 5.72 | ppl 306.40 | epoch 5 | 2200/ 5398 batches | lr 20.00 | ms/batch 698.21 | loss 5.79 | ppl 325.50 | epoch 5 | 2400/ 5398 batches | lr 20.00 | ms/batch 698.12 | loss 5.72 | ppl 303.82 | epoch 5 | 2600/ 5398 batches | lr 20.00 | ms/batch 697.91 | loss 5.64 | ppl 281.57 | epoch 5 | 2800/ 5398 batches | lr 20.00 | ms/batch 697.57 | loss 5.67 | ppl 291.22 | epoch 5 | 3000/ 5398 batches | lr 20.00 | ms/batch 697.80 | loss 5.67 | ppl 289.73 | epoch 5 | 3200/ 5398 batches | lr 20.00 | ms/batch 698.19 | loss 5.64 | ppl 281.85 | epoch 5 | 3400/ 5398 batches | lr 20.00 | ms/batch 697.30 | loss 5.66 | ppl 288.27 | epoch 5 | 3600/ 5398 batches | lr 20.00 | ms/batch 697.94 | loss 5.56 | ppl 260.38 | epoch 5 | 3800/ 5398 batches | lr 20.00 | ms/batch 697.61 | loss 5.61 | ppl 274.04 | epoch 5 | 4000/ 5398 batches | lr 20.00 | ms/batch 697.51 | loss 5.60 | ppl 270.49 | epoch 5 | 4200/ 5398 batches | lr 20.00 | ms/batch 696.83 | loss 5.65 | ppl 285.21 | epoch 5 | 4400/ 5398 batches | lr 20.00 | ms/batch 697.33 | loss 5.75 | ppl 314.14 | epoch 5 | 4600/ 5398 batches | lr 20.00 | ms/batch 698.22 | loss 5.69 | ppl 294.66 | epoch 5 | 4800/ 5398 batches | lr 20.00 | ms/batch 698.31 | loss 5.71 | ppl 300.60 | epoch 5 | 5000/ 5398 batches | lr 20.00 | ms/batch 697.63 | loss 5.65 | ppl 282.99 | epoch 5 | 5200/ 5398 batches | lr 20.00 | ms/batch 697.28 | loss 5.54 | ppl 253.94 ----------------------------------------------------------------------------------------- | end of epoch 5 | time: 4053.37s | valid loss 6.0250 | valid ppl 413.64 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_5-loss_6.02-ppl_413.64.pt | epoch 6 | 200/ 5398 batches | lr 20.00 | ms/batch 691.63 | loss 5.61 | ppl 271.95 | epoch 6 | 400/ 5398 batches | lr 20.00 | ms/batch 694.19 | loss 5.51 | ppl 247.57 | epoch 6 | 600/ 5398 batches | lr 20.00 | ms/batch 696.01 | loss 5.57 | ppl 263.35 | epoch 6 | 800/ 5398 batches | lr 20.00 | ms/batch 696.75 | loss 5.46 | ppl 234.57 | epoch 6 | 1000/ 5398 batches | lr 20.00 | ms/batch 697.30 | loss 5.51 | ppl 245.99 | epoch 6 | 1200/ 5398 batches | lr 20.00 | ms/batch 698.03 | loss 5.50 | ppl 245.06 | epoch 6 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.26 | loss 5.52 | ppl 249.61 | epoch 6 | 1600/ 5398 batches | lr 20.00 | ms/batch 697.83 | loss 5.48 | ppl 240.27 | epoch 6 | 1800/ 5398 batches | lr 20.00 | ms/batch 696.32 | loss 5.61 | ppl 274.19 | epoch 6 | 2000/ 5398 batches | lr 20.00 | ms/batch 696.88 | loss 5.60 | ppl 269.96 | epoch 6 | 2200/ 5398 batches | lr 20.00 | ms/batch 697.78 | loss 5.65 | ppl 284.70 | epoch 6 | 2400/ 5398 batches | lr 20.00 | ms/batch 698.12 | loss 5.56 | ppl 260.04 | epoch 6 | 2600/ 5398 batches | lr 20.00 | ms/batch 698.64 | loss 5.49 | ppl 243.16 | epoch 6 | 2800/ 5398 batches | lr 20.00 | ms/batch 698.27 | loss 5.54 | ppl 255.14 | epoch 6 | 3000/ 5398 batches | lr 20.00 | ms/batch 698.59 | loss 5.54 | ppl 253.68 | epoch 6 | 3200/ 5398 batches | lr 20.00 | ms/batch 698.61 | loss 5.50 | ppl 244.41 | epoch 6 | 3400/ 5398 batches | lr 20.00 | ms/batch 698.46 | loss 5.53 | ppl 251.71 | epoch 6 | 3600/ 5398 batches | lr 20.00 | ms/batch 698.67 | loss 5.43 | ppl 229.26 | epoch 6 | 3800/ 5398 batches | lr 20.00 | ms/batch 698.85 | loss 5.48 | ppl 240.76 | epoch 6 | 4000/ 5398 batches | lr 20.00 | ms/batch 698.33 | loss 5.47 | ppl 237.22 | epoch 6 | 4200/ 5398 batches | lr 20.00 | ms/batch 698.62 | loss 5.52 | ppl 250.37 | epoch 6 | 4400/ 5398 batches | lr 20.00 | ms/batch 698.53 | loss 5.61 | ppl 273.43 | epoch 6 | 4600/ 5398 batches | lr 20.00 | ms/batch 698.39 | loss 5.55 | ppl 257.34 | epoch 6 | 4800/ 5398 batches | lr 20.00 | ms/batch 698.30 | loss 5.58 | ppl 265.85 | epoch 6 | 5000/ 5398 batches | lr 20.00 | ms/batch 697.94 | loss 5.53 | ppl 252.81 | epoch 6 | 5200/ 5398 batches | lr 20.00 | ms/batch 698.05 | loss 5.41 | ppl 224.45 ----------------------------------------------------------------------------------------- | end of epoch 6 | time: 4054.57s | valid loss 6.0229 | valid ppl 412.76 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_6-loss_6.02-ppl_412.76.pt | epoch 7 | 200/ 5398 batches | lr 20.00 | ms/batch 692.52 | loss 5.47 | ppl 238.47 | epoch 7 | 400/ 5398 batches | lr 20.00 | ms/batch 695.18 | loss 5.38 | ppl 216.03 | epoch 7 | 600/ 5398 batches | lr 20.00 | ms/batch 697.18 | loss 5.46 | ppl 235.42 | epoch 7 | 800/ 5398 batches | lr 20.00 | ms/batch 698.32 | loss 5.34 | ppl 207.61 | epoch 7 | 1000/ 5398 batches | lr 20.00 | ms/batch 698.54 | loss 5.37 | ppl 214.82 | epoch 7 | 1200/ 5398 batches | lr 20.00 | ms/batch 698.98 | loss 5.37 | ppl 215.73 | epoch 7 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.70 | loss 5.38 | ppl 217.45 | epoch 7 | 1600/ 5398 batches | lr 20.00 | ms/batch 698.74 | loss 5.34 | ppl 208.64 | epoch 7 | 1800/ 5398 batches | lr 20.00 | ms/batch 698.66 | loss 5.49 | ppl 242.50 | epoch 7 | 2000/ 5398 batches | lr 20.00 | ms/batch 698.78 | loss 5.48 | ppl 238.67 | epoch 7 | 2200/ 5398 batches | lr 20.00 | ms/batch 698.65 | loss 5.53 | ppl 251.78 | epoch 7 | 2400/ 5398 batches | lr 20.00 | ms/batch 698.86 | loss 5.43 | ppl 227.32 | epoch 7 | 2600/ 5398 batches | lr 20.00 | ms/batch 699.02 | loss 5.37 | ppl 213.85 | epoch 7 | 2800/ 5398 batches | lr 20.00 | ms/batch 699.27 | loss 5.43 | ppl 227.16 | epoch 7 | 3000/ 5398 batches | lr 20.00 | ms/batch 698.89 | loss 5.41 | ppl 224.08 | epoch 7 | 3200/ 5398 batches | lr 20.00 | ms/batch 698.85 | loss 5.36 | ppl 213.77 | epoch 7 | 3400/ 5398 batches | lr 20.00 | ms/batch 698.58 | loss 5.40 | ppl 221.64 | epoch 7 | 3600/ 5398 batches | lr 20.00 | ms/batch 698.57 | loss 5.32 | ppl 203.47 | epoch 7 | 3800/ 5398 batches | lr 20.00 | ms/batch 698.77 | loss 5.37 | ppl 214.53 | epoch 7 | 4000/ 5398 batches | lr 20.00 | ms/batch 699.32 | loss 5.35 | ppl 210.54 | epoch 7 | 4200/ 5398 batches | lr 20.00 | ms/batch 699.02 | loss 5.40 | ppl 221.30 | epoch 7 | 4400/ 5398 batches | lr 20.00 | ms/batch 699.06 | loss 5.48 | ppl 240.51 | epoch 7 | 4600/ 5398 batches | lr 20.00 | ms/batch 699.24 | loss 5.43 | ppl 227.49 | epoch 7 | 4800/ 5398 batches | lr 20.00 | ms/batch 698.70 | loss 5.47 | ppl 238.36 | epoch 7 | 5000/ 5398 batches | lr 20.00 | ms/batch 698.96 | loss 5.42 | ppl 226.31 | epoch 7 | 5200/ 5398 batches | lr 20.00 | ms/batch 699.11 | loss 5.30 | ppl 200.75 ----------------------------------------------------------------------------------------- | end of epoch 7 | time: 4058.83s | valid loss 6.0217 | valid ppl 412.27 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_7-loss_6.02-ppl_412.27.pt | epoch 8 | 200/ 5398 batches | lr 20.00 | ms/batch 692.37 | loss 5.35 | ppl 210.55 | epoch 8 | 400/ 5398 batches | lr 20.00 | ms/batch 695.29 | loss 5.25 | ppl 190.79 | epoch 8 | 600/ 5398 batches | lr 20.00 | ms/batch 697.42 | loss 5.35 | ppl 211.25 | epoch 8 | 800/ 5398 batches | lr 20.00 | ms/batch 699.04 | loss 5.22 | ppl 184.38 | epoch 8 | 1000/ 5398 batches | lr 20.00 | ms/batch 698.81 | loss 5.25 | ppl 190.07 | epoch 8 | 1200/ 5398 batches | lr 20.00 | ms/batch 699.10 | loss 5.25 | ppl 191.22 | epoch 8 | 1400/ 5398 batches | lr 20.00 | ms/batch 698.83 | loss 5.26 | ppl 191.54 | epoch 8 | 1600/ 5398 batches | lr 20.00 | ms/batch 698.77 | loss 5.22 | ppl 185.13 | epoch 8 | 1800/ 5398 batches | lr 20.00 | ms/batch 698.96 | loss 5.38 | ppl 216.60 | epoch 8 | 2000/ 5398 batches | lr 20.00 | ms/batch 699.29 | loss 5.36 | ppl 213.44 | epoch 8 | 2200/ 5398 batches | lr 20.00 | ms/batch 699.68 | loss 5.41 | ppl 224.08 | epoch 8 | 2400/ 5398 batches | lr 20.00 | ms/batch 699.40 | loss 5.31 | ppl 202.30 | epoch 8 | 2600/ 5398 batches | lr 20.00 | ms/batch 698.65 | loss 5.25 | ppl 190.22 | epoch 8 | 2800/ 5398 batches | lr 20.00 | ms/batch 699.58 | loss 5.31 | ppl 202.19 | epoch 8 | 3000/ 5398 batches | lr 20.00 | ms/batch 699.66 | loss 5.30 | ppl 199.52 | epoch 8 | 3200/ 5398 batches | lr 20.00 | ms/batch 699.49 | loss 5.25 | ppl 189.99 | epoch 8 | 3400/ 5398 batches | lr 20.00 | ms/batch 699.21 | loss 5.28 | ppl 196.89 | epoch 8 | 3600/ 5398 batches | lr 20.00 | ms/batch 699.42 | loss 5.20 | ppl 181.44 | epoch 8 | 3800/ 5398 batches | lr 20.00 | ms/batch 699.07 | loss 5.25 | ppl 190.45 | epoch 8 | 4000/ 5398 batches | lr 20.00 | ms/batch 699.39 | loss 5.24 | ppl 188.37 | epoch 8 | 4200/ 5398 batches | lr 20.00 | ms/batch 699.32 | loss 5.29 | ppl 198.32 | epoch 8 | 4400/ 5398 batches | lr 20.00 | ms/batch 699.69 | loss 5.36 | ppl 213.69 | epoch 8 | 4600/ 5398 batches | lr 20.00 | ms/batch 699.00 | loss 5.32 | ppl 203.92 | epoch 8 | 4800/ 5398 batches | lr 20.00 | ms/batch 699.50 | loss 5.37 | ppl 214.14 | epoch 8 | 5000/ 5398 batches | lr 20.00 | ms/batch 699.57 | loss 5.32 | ppl 203.39 | epoch 8 | 5200/ 5398 batches | lr 20.00 | ms/batch 699.39 | loss 5.19 | ppl 179.04 ----------------------------------------------------------------------------------------- | end of epoch 8 | time: 4060.91s | valid loss 6.0343 | valid ppl 417.49 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_8-loss_6.03-ppl_417.49.pt | epoch 9 | 200/ 5398 batches | lr 13.33 | ms/batch 695.30 | loss 5.24 | ppl 187.76 | epoch 9 | 400/ 5398 batches | lr 13.33 | ms/batch 695.69 | loss 5.14 | ppl 169.91 | epoch 9 | 600/ 5398 batches | lr 13.33 | ms/batch 698.36 | loss 5.23 | ppl 186.78 | epoch 9 | 800/ 5398 batches | lr 13.33 | ms/batch 699.59 | loss 5.09 | ppl 162.42 | epoch 9 | 1000/ 5398 batches | lr 13.33 | ms/batch 699.01 | loss 5.11 | ppl 166.02 | epoch 9 | 1200/ 5398 batches | lr 13.33 | ms/batch 698.48 | loss 5.10 | ppl 163.97 | epoch 9 | 1400/ 5398 batches | lr 13.33 | ms/batch 698.51 | loss 5.09 | ppl 162.15 | epoch 9 | 1600/ 5398 batches | lr 13.33 | ms/batch 697.86 | loss 5.07 | ppl 159.01 | epoch 9 | 1800/ 5398 batches | lr 13.33 | ms/batch 698.88 | loss 5.22 | ppl 185.36 | epoch 9 | 2000/ 5398 batches | lr 13.33 | ms/batch 698.09 | loss 5.19 | ppl 180.05 | epoch 9 | 2200/ 5398 batches | lr 13.33 | ms/batch 697.59 | loss 5.24 | ppl 188.97 | epoch 9 | 2400/ 5398 batches | lr 13.33 | ms/batch 697.91 | loss 5.14 | ppl 170.98 | epoch 9 | 2600/ 5398 batches | lr 13.33 | ms/batch 697.97 | loss 5.08 | ppl 161.20 | epoch 9 | 2800/ 5398 batches | lr 13.33 | ms/batch 698.01 | loss 5.14 | ppl 171.27 | epoch 9 | 3000/ 5398 batches | lr 13.33 | ms/batch 699.92 | loss 5.12 | ppl 167.95 | epoch 9 | 3200/ 5398 batches | lr 13.33 | ms/batch 698.14 | loss 5.06 | ppl 157.79 | epoch 9 | 3400/ 5398 batches | lr 13.33 | ms/batch 697.97 | loss 5.10 | ppl 163.84 | epoch 9 | 3600/ 5398 batches | lr 13.33 | ms/batch 697.79 | loss 5.02 | ppl 151.23 | epoch 9 | 3800/ 5398 batches | lr 13.33 | ms/batch 697.29 | loss 5.06 | ppl 158.01 | epoch 9 | 4000/ 5398 batches | lr 13.33 | ms/batch 697.80 | loss 5.05 | ppl 155.93 | epoch 9 | 4200/ 5398 batches | lr 13.33 | ms/batch 697.79 | loss 5.10 | ppl 163.36 | epoch 9 | 4400/ 5398 batches | lr 13.33 | ms/batch 698.01 | loss 5.16 | ppl 175.00 | epoch 9 | 4600/ 5398 batches | lr 13.33 | ms/batch 697.71 | loss 5.11 | ppl 166.34 | epoch 9 | 4800/ 5398 batches | lr 13.33 | ms/batch 697.30 | loss 5.17 | ppl 175.76 | epoch 9 | 5000/ 5398 batches | lr 13.33 | ms/batch 700.11 | loss 5.13 | ppl 168.63 | epoch 9 | 5200/ 5398 batches | lr 13.33 | ms/batch 697.28 | loss 4.99 | ppl 146.92 ----------------------------------------------------------------------------------------- | end of epoch 9 | time: 4057.54s | valid loss 6.0158 | valid ppl 409.87 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_9-loss_6.02-ppl_409.87.pt | epoch 10 | 200/ 5398 batches | lr 13.33 | ms/batch 692.94 | loss 5.09 | ppl 162.81 | epoch 10 | 400/ 5398 batches | lr 13.33 | ms/batch 696.60 | loss 5.00 | ppl 147.74 | epoch 10 | 600/ 5398 batches | lr 13.33 | ms/batch 695.65 | loss 5.10 | ppl 164.83 | epoch 10 | 800/ 5398 batches | lr 13.33 | ms/batch 696.87 | loss 4.96 | ppl 143.12 | epoch 10 | 1000/ 5398 batches | lr 13.33 | ms/batch 697.61 | loss 4.98 | ppl 145.52 | epoch 10 | 1200/ 5398 batches | lr 13.33 | ms/batch 697.01 | loss 4.98 | ppl 144.84 | epoch 10 | 1400/ 5398 batches | lr 13.33 | ms/batch 697.37 | loss 4.96 | ppl 142.19 | epoch 10 | 1600/ 5398 batches | lr 13.33 | ms/batch 697.28 | loss 4.95 | ppl 140.84 | epoch 10 | 1800/ 5398 batches | lr 13.33 | ms/batch 698.39 | loss 5.10 | ppl 163.80 | epoch 10 | 2000/ 5398 batches | lr 13.33 | ms/batch 697.81 | loss 5.08 | ppl 160.54 | epoch 10 | 2200/ 5398 batches | lr 13.33 | ms/batch 697.48 | loss 5.13 | ppl 169.18 | epoch 10 | 2400/ 5398 batches | lr 13.33 | ms/batch 697.87 | loss 5.03 | ppl 153.08 | epoch 10 | 2600/ 5398 batches | lr 13.33 | ms/batch 698.86 | loss 4.99 | ppl 146.38 | epoch 10 | 2800/ 5398 batches | lr 13.33 | ms/batch 698.54 | loss 5.04 | ppl 154.29 | epoch 10 | 3000/ 5398 batches | lr 13.33 | ms/batch 699.25 | loss 5.02 | ppl 150.85 | epoch 10 | 3200/ 5398 batches | lr 13.33 | ms/batch 696.80 | loss 4.95 | ppl 141.68 | epoch 10 | 3400/ 5398 batches | lr 13.33 | ms/batch 697.73 | loss 4.99 | ppl 147.31 | epoch 10 | 3600/ 5398 batches | lr 13.33 | ms/batch 697.34 | loss 4.92 | ppl 136.63 | epoch 10 | 3800/ 5398 batches | lr 13.33 | ms/batch 697.44 | loss 4.95 | ppl 141.80 | epoch 10 | 4000/ 5398 batches | lr 13.33 | ms/batch 697.32 | loss 4.96 | ppl 143.09 | epoch 10 | 4200/ 5398 batches | lr 13.33 | ms/batch 697.42 | loss 5.00 | ppl 148.99 | epoch 10 | 4400/ 5398 batches | lr 13.33 | ms/batch 697.42 | loss 5.07 | ppl 158.70 | epoch 10 | 4600/ 5398 batches | lr 13.33 | ms/batch 697.92 | loss 5.01 | ppl 150.48 | epoch 10 | 4800/ 5398 batches | lr 13.33 | ms/batch 697.41 | loss 5.09 | ppl 161.76 | epoch 10 | 5000/ 5398 batches | lr 13.33 | ms/batch 697.47 | loss 5.04 | ppl 154.12 | epoch 10 | 5200/ 5398 batches | lr 13.33 | ms/batch 697.08 | loss 4.90 | ppl 134.30 ----------------------------------------------------------------------------------------- | end of epoch 10 | time: 4053.40s | valid loss 6.0316 | valid ppl 416.36 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_10-loss_6.03-ppl_416.36.pt | epoch 11 | 200/ 5398 batches | lr 8.89 | ms/batch 694.71 | loss 4.99 | ppl 147.59 | epoch 11 | 400/ 5398 batches | lr 8.89 | ms/batch 694.25 | loss 4.91 | ppl 135.42 | epoch 11 | 600/ 5398 batches | lr 8.89 | ms/batch 695.55 | loss 5.01 | ppl 149.69 | epoch 11 | 800/ 5398 batches | lr 8.89 | ms/batch 696.10 | loss 4.86 | ppl 128.96 | epoch 11 | 1000/ 5398 batches | lr 8.89 | ms/batch 698.60 | loss 4.87 | ppl 130.91 | epoch 11 | 1200/ 5398 batches | lr 8.89 | ms/batch 699.01 | loss 4.86 | ppl 128.67 | epoch 11 | 1400/ 5398 batches | lr 8.89 | ms/batch 698.82 | loss 4.84 | ppl 125.92 | epoch 11 | 1600/ 5398 batches | lr 8.89 | ms/batch 699.49 | loss 4.83 | ppl 125.04 | epoch 11 | 1800/ 5398 batches | lr 8.89 | ms/batch 697.62 | loss 4.98 | ppl 145.49 | epoch 11 | 2000/ 5398 batches | lr 8.89 | ms/batch 697.69 | loss 4.95 | ppl 141.56 | epoch 11 | 2200/ 5398 batches | lr 8.89 | ms/batch 697.42 | loss 5.01 | ppl 149.24 | epoch 11 | 2400/ 5398 batches | lr 8.89 | ms/batch 697.86 | loss 4.91 | ppl 135.13 | epoch 11 | 2600/ 5398 batches | lr 8.89 | ms/batch 698.45 | loss 4.86 | ppl 128.48 | epoch 11 | 2800/ 5398 batches | lr 8.89 | ms/batch 699.02 | loss 4.91 | ppl 135.27 | epoch 11 | 3000/ 5398 batches | lr 8.89 | ms/batch 699.59 | loss 4.88 | ppl 131.69 | epoch 11 | 3200/ 5398 batches | lr 8.89 | ms/batch 698.18 | loss 4.81 | ppl 122.39 | epoch 11 | 3400/ 5398 batches | lr 8.89 | ms/batch 698.10 | loss 4.85 | ppl 127.55 | epoch 11 | 3600/ 5398 batches | lr 8.89 | ms/batch 698.39 | loss 4.78 | ppl 119.04 | epoch 11 | 3800/ 5398 batches | lr 8.89 | ms/batch 698.37 | loss 4.82 | ppl 123.49 | epoch 11 | 4000/ 5398 batches | lr 8.89 | ms/batch 697.62 | loss 4.82 | ppl 124.46 | epoch 11 | 4200/ 5398 batches | lr 8.89 | ms/batch 696.92 | loss 4.85 | ppl 128.31 | epoch 11 | 4400/ 5398 batches | lr 8.89 | ms/batch 697.31 | loss 4.92 | ppl 136.47 | epoch 11 | 4600/ 5398 batches | lr 8.89 | ms/batch 697.93 | loss 4.87 | ppl 130.50 | epoch 11 | 4800/ 5398 batches | lr 8.89 | ms/batch 698.04 | loss 4.94 | ppl 139.56 | epoch 11 | 5000/ 5398 batches | lr 8.89 | ms/batch 697.21 | loss 4.90 | ppl 134.30 | epoch 11 | 5200/ 5398 batches | lr 8.89 | ms/batch 696.96 | loss 4.75 | ppl 115.59 ----------------------------------------------------------------------------------------- | end of epoch 11 | time: 4054.68s | valid loss 6.0249 | valid ppl 413.61 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_11-loss_6.02-ppl_413.61.pt | epoch 12 | 200/ 5398 batches | lr 5.93 | ms/batch 694.59 | loss 4.89 | ppl 133.02 | epoch 12 | 400/ 5398 batches | lr 5.93 | ms/batch 693.47 | loss 4.81 | ppl 122.45 | epoch 12 | 600/ 5398 batches | lr 5.93 | ms/batch 695.96 | loss 4.91 | ppl 135.34 | epoch 12 | 800/ 5398 batches | lr 5.93 | ms/batch 696.65 | loss 4.76 | ppl 116.82 | epoch 12 | 1000/ 5398 batches | lr 5.93 | ms/batch 696.51 | loss 4.77 | ppl 118.31 | epoch 12 | 1200/ 5398 batches | lr 5.93 | ms/batch 697.05 | loss 4.75 | ppl 116.15 | epoch 12 | 1400/ 5398 batches | lr 5.93 | ms/batch 697.25 | loss 4.73 | ppl 113.03 | epoch 12 | 1600/ 5398 batches | lr 5.93 | ms/batch 697.55 | loss 4.73 | ppl 113.00 | epoch 12 | 1800/ 5398 batches | lr 5.93 | ms/batch 697.09 | loss 4.88 | ppl 131.69 | epoch 12 | 2000/ 5398 batches | lr 5.93 | ms/batch 696.44 | loss 4.85 | ppl 127.54 | epoch 12 | 2200/ 5398 batches | lr 5.93 | ms/batch 696.91 | loss 4.91 | ppl 135.58 | epoch 12 | 2400/ 5398 batches | lr 5.93 | ms/batch 696.83 | loss 4.80 | ppl 121.23 | epoch 12 | 2600/ 5398 batches | lr 5.93 | ms/batch 696.51 | loss 4.76 | ppl 116.93 | epoch 12 | 2800/ 5398 batches | lr 5.93 | ms/batch 697.01 | loss 4.80 | ppl 121.97 | epoch 12 | 3000/ 5398 batches | lr 5.93 | ms/batch 697.47 | loss 4.78 | ppl 119.06 | epoch 12 | 3200/ 5398 batches | lr 5.93 | ms/batch 697.23 | loss 4.70 | ppl 109.98 | epoch 12 | 3400/ 5398 batches | lr 5.93 | ms/batch 696.90 | loss 4.74 | ppl 114.56 | epoch 12 | 3600/ 5398 batches | lr 5.93 | ms/batch 697.36 | loss 4.68 | ppl 107.39 | epoch 12 | 3800/ 5398 batches | lr 5.93 | ms/batch 697.00 | loss 4.70 | ppl 110.39 | epoch 12 | 4000/ 5398 batches | lr 5.93 | ms/batch 696.97 | loss 4.72 | ppl 112.02 | epoch 12 | 4200/ 5398 batches | lr 5.93 | ms/batch 696.58 | loss 4.75 | ppl 116.02 | epoch 12 | 4400/ 5398 batches | lr 5.93 | ms/batch 696.89 | loss 4.81 | ppl 122.22 | epoch 12 | 4600/ 5398 batches | lr 5.93 | ms/batch 696.81 | loss 4.76 | ppl 116.81 | epoch 12 | 4800/ 5398 batches | lr 5.93 | ms/batch 697.26 | loss 4.83 | ppl 125.38 | epoch 12 | 5000/ 5398 batches | lr 5.93 | ms/batch 697.40 | loss 4.79 | ppl 120.55 | epoch 12 | 5200/ 5398 batches | lr 5.93 | ms/batch 696.85 | loss 4.64 | ppl 103.70 ----------------------------------------------------------------------------------------- | end of epoch 12 | time: 4049.81s | valid loss 6.0275 | valid ppl 414.69 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_12-loss_6.03-ppl_414.69.pt | epoch 13 | 200/ 5398 batches | lr 3.95 | ms/batch 694.74 | loss 4.81 | ppl 122.51 | epoch 13 | 400/ 5398 batches | lr 3.95 | ms/batch 693.36 | loss 4.73 | ppl 113.28 | epoch 13 | 600/ 5398 batches | lr 3.95 | ms/batch 695.10 | loss 4.84 | ppl 126.86 | epoch 13 | 800/ 5398 batches | lr 3.95 | ms/batch 696.40 | loss 4.68 | ppl 108.25 | epoch 13 | 1000/ 5398 batches | lr 3.95 | ms/batch 696.72 | loss 4.70 | ppl 109.55 | epoch 13 | 1200/ 5398 batches | lr 3.95 | ms/batch 697.50 | loss 4.68 | ppl 107.97 | epoch 13 | 1400/ 5398 batches | lr 3.95 | ms/batch 697.50 | loss 4.65 | ppl 104.96 | epoch 13 | 1600/ 5398 batches | lr 3.95 | ms/batch 697.02 | loss 4.65 | ppl 104.95 | epoch 13 | 1800/ 5398 batches | lr 3.95 | ms/batch 697.67 | loss 4.81 | ppl 122.74 | epoch 13 | 2000/ 5398 batches | lr 3.95 | ms/batch 697.74 | loss 4.77 | ppl 117.95 | epoch 13 | 2200/ 5398 batches | lr 3.95 | ms/batch 696.83 | loss 4.83 | ppl 125.29 | epoch 13 | 2400/ 5398 batches | lr 3.95 | ms/batch 696.77 | loss 4.73 | ppl 113.10 | epoch 13 | 2600/ 5398 batches | lr 3.95 | ms/batch 697.25 | loss 4.69 | ppl 108.85 | epoch 13 | 2800/ 5398 batches | lr 3.95 | ms/batch 697.48 | loss 4.73 | ppl 112.90 | epoch 13 | 3000/ 5398 batches | lr 3.95 | ms/batch 698.10 | loss 4.70 | ppl 110.20 | epoch 13 | 3200/ 5398 batches | lr 3.95 | ms/batch 697.63 | loss 4.62 | ppl 101.76 | epoch 13 | 3400/ 5398 batches | lr 3.95 | ms/batch 697.99 | loss 4.66 | ppl 105.87 | epoch 13 | 3600/ 5398 batches | lr 3.95 | ms/batch 698.00 | loss 4.60 | ppl 99.85 | epoch 13 | 3800/ 5398 batches | lr 3.95 | ms/batch 697.52 | loss 4.63 | ppl 102.06 | epoch 13 | 4000/ 5398 batches | lr 3.95 | ms/batch 698.27 | loss 4.65 | ppl 104.54 | epoch 13 | 4200/ 5398 batches | lr 3.95 | ms/batch 697.29 | loss 4.68 | ppl 107.96 | epoch 13 | 4400/ 5398 batches | lr 3.95 | ms/batch 697.78 | loss 4.73 | ppl 112.88 | epoch 13 | 4600/ 5398 batches | lr 3.95 | ms/batch 697.79 | loss 4.68 | ppl 108.17 | epoch 13 | 4800/ 5398 batches | lr 3.95 | ms/batch 698.19 | loss 4.76 | ppl 116.42 | epoch 13 | 5000/ 5398 batches | lr 3.95 | ms/batch 697.74 | loss 4.72 | ppl 112.64 | epoch 13 | 5200/ 5398 batches | lr 3.95 | ms/batch 697.71 | loss 4.57 | ppl 96.07 ----------------------------------------------------------------------------------------- | end of epoch 13 | time: 4052.36s | valid loss 6.0333 | valid ppl 417.08 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_13-loss_6.03-ppl_417.08.pt | epoch 14 | 200/ 5398 batches | lr 2.63 | ms/batch 695.24 | loss 4.76 | ppl 116.50 | epoch 14 | 400/ 5398 batches | lr 2.63 | ms/batch 694.55 | loss 4.68 | ppl 108.28 | epoch 14 | 600/ 5398 batches | lr 2.63 | ms/batch 696.29 | loss 4.79 | ppl 120.52 | epoch 14 | 800/ 5398 batches | lr 2.63 | ms/batch 697.73 | loss 4.63 | ppl 102.80 | epoch 14 | 1000/ 5398 batches | lr 2.63 | ms/batch 697.77 | loss 4.65 | ppl 104.31 | epoch 14 | 1200/ 5398 batches | lr 2.63 | ms/batch 697.98 | loss 4.63 | ppl 102.84 | epoch 14 | 1400/ 5398 batches | lr 2.63 | ms/batch 698.66 | loss 4.60 | ppl 99.32 | epoch 14 | 1600/ 5398 batches | lr 2.63 | ms/batch 698.09 | loss 4.60 | ppl 99.30 | epoch 14 | 1800/ 5398 batches | lr 2.63 | ms/batch 698.27 | loss 4.76 | ppl 116.78 | epoch 14 | 2000/ 5398 batches | lr 2.63 | ms/batch 698.31 | loss 4.71 | ppl 111.59 | epoch 14 | 2200/ 5398 batches | lr 2.63 | ms/batch 697.42 | loss 4.78 | ppl 118.69 | epoch 14 | 2400/ 5398 batches | lr 2.63 | ms/batch 697.58 | loss 4.67 | ppl 106.92 | epoch 14 | 2600/ 5398 batches | lr 2.63 | ms/batch 697.30 | loss 4.64 | ppl 103.61 | epoch 14 | 2800/ 5398 batches | lr 2.63 | ms/batch 696.95 | loss 4.68 | ppl 107.32 | epoch 14 | 3000/ 5398 batches | lr 2.63 | ms/batch 698.16 | loss 4.65 | ppl 104.81 | epoch 14 | 3200/ 5398 batches | lr 2.63 | ms/batch 697.94 | loss 4.57 | ppl 96.23 | epoch 14 | 3400/ 5398 batches | lr 2.63 | ms/batch 698.03 | loss 4.61 | ppl 100.97 | epoch 14 | 3600/ 5398 batches | lr 2.63 | ms/batch 698.19 | loss 4.55 | ppl 94.76 | epoch 14 | 3800/ 5398 batches | lr 2.63 | ms/batch 697.71 | loss 4.57 | ppl 96.46 | epoch 14 | 4000/ 5398 batches | lr 2.63 | ms/batch 697.53 | loss 4.59 | ppl 98.96 | epoch 14 | 4200/ 5398 batches | lr 2.63 | ms/batch 698.99 | loss 4.63 | ppl 102.23 | epoch 14 | 4400/ 5398 batches | lr 2.63 | ms/batch 697.48 | loss 4.67 | ppl 106.52 | epoch 14 | 4600/ 5398 batches | lr 2.63 | ms/batch 697.80 | loss 4.63 | ppl 102.87 | epoch 14 | 4800/ 5398 batches | lr 2.63 | ms/batch 697.84 | loss 4.71 | ppl 110.90 | epoch 14 | 5000/ 5398 batches | lr 2.63 | ms/batch 697.35 | loss 4.67 | ppl 106.90 | epoch 14 | 5200/ 5398 batches | lr 2.63 | ms/batch 697.46 | loss 4.51 | ppl 90.57 ----------------------------------------------------------------------------------------- | end of epoch 14 | time: 4054.34s | valid loss 6.0323 | valid ppl 416.68 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_14-loss_6.03-ppl_416.68.pt | epoch 15 | 200/ 5398 batches | lr 1.76 | ms/batch 694.60 | loss 4.71 | ppl 111.60 | epoch 15 | 400/ 5398 batches | lr 1.76 | ms/batch 693.29 | loss 4.65 | ppl 104.23 | epoch 15 | 600/ 5398 batches | lr 1.76 | ms/batch 696.47 | loss 4.76 | ppl 116.87 | epoch 15 | 800/ 5398 batches | lr 1.76 | ms/batch 697.33 | loss 4.60 | ppl 99.39 | epoch 15 | 1000/ 5398 batches | lr 1.76 | ms/batch 698.46 | loss 4.62 | ppl 101.10 | epoch 15 | 1200/ 5398 batches | lr 1.76 | ms/batch 698.81 | loss 4.59 | ppl 98.91 | epoch 15 | 1400/ 5398 batches | lr 1.76 | ms/batch 698.57 | loss 4.56 | ppl 95.69 | epoch 15 | 1600/ 5398 batches | lr 1.76 | ms/batch 698.22 | loss 4.57 | ppl 96.19 | epoch 15 | 1800/ 5398 batches | lr 1.76 | ms/batch 697.97 | loss 4.73 | ppl 112.84 | epoch 15 | 2000/ 5398 batches | lr 1.76 | ms/batch 698.10 | loss 4.68 | ppl 107.95 | epoch 15 | 2200/ 5398 batches | lr 1.76 | ms/batch 698.25 | loss 4.74 | ppl 114.65 | epoch 15 | 2400/ 5398 batches | lr 1.76 | ms/batch 698.39 | loss 4.65 | ppl 104.07 | epoch 15 | 2600/ 5398 batches | lr 1.76 | ms/batch 698.45 | loss 4.61 | ppl 100.00 | epoch 15 | 2800/ 5398 batches | lr 1.76 | ms/batch 698.43 | loss 4.64 | ppl 103.19 | epoch 15 | 3000/ 5398 batches | lr 1.76 | ms/batch 700.09 | loss 4.62 | ppl 101.32 | epoch 15 | 3200/ 5398 batches | lr 1.76 | ms/batch 700.14 | loss 4.53 | ppl 92.56 | epoch 15 | 3400/ 5398 batches | lr 1.76 | ms/batch 700.17 | loss 4.57 | ppl 96.94 | epoch 15 | 3600/ 5398 batches | lr 1.76 | ms/batch 698.11 | loss 4.51 | ppl 91.31 | epoch 15 | 3800/ 5398 batches | lr 1.76 | ms/batch 698.30 | loss 4.53 | ppl 92.55 | epoch 15 | 4000/ 5398 batches | lr 1.76 | ms/batch 700.72 | loss 4.56 | ppl 95.47 | epoch 15 | 4200/ 5398 batches | lr 1.76 | ms/batch 698.46 | loss 4.59 | ppl 98.14 | epoch 15 | 4400/ 5398 batches | lr 1.76 | ms/batch 698.37 | loss 4.64 | ppl 103.33 | epoch 15 | 4600/ 5398 batches | lr 1.76 | ms/batch 700.60 | loss 4.60 | ppl 99.30 | epoch 15 | 4800/ 5398 batches | lr 1.76 | ms/batch 698.47 | loss 4.67 | ppl 106.88 | epoch 15 | 5000/ 5398 batches | lr 1.76 | ms/batch 698.96 | loss 4.64 | ppl 103.17 | epoch 15 | 5200/ 5398 batches | lr 1.76 | ms/batch 700.68 | loss 4.48 | ppl 87.84 ----------------------------------------------------------------------------------------- | end of epoch 15 | time: 4058.71s | valid loss 6.0321 | valid ppl 416.60 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_15-loss_6.03-ppl_416.60.pt | epoch 16 | 200/ 5398 batches | lr 1.17 | ms/batch 694.43 | loss 4.69 | ppl 109.06 | epoch 16 | 400/ 5398 batches | lr 1.17 | ms/batch 692.67 | loss 4.63 | ppl 102.24 | epoch 16 | 600/ 5398 batches | lr 1.17 | ms/batch 695.67 | loss 4.73 | ppl 113.72 | epoch 16 | 800/ 5398 batches | lr 1.17 | ms/batch 697.37 | loss 4.57 | ppl 96.48 | epoch 16 | 1000/ 5398 batches | lr 1.17 | ms/batch 697.73 | loss 4.59 | ppl 98.20 | epoch 16 | 1200/ 5398 batches | lr 1.17 | ms/batch 698.92 | loss 4.57 | ppl 96.54 | epoch 16 | 1400/ 5398 batches | lr 1.17 | ms/batch 701.14 | loss 4.53 | ppl 93.02 | epoch 16 | 1600/ 5398 batches | lr 1.17 | ms/batch 699.28 | loss 4.54 | ppl 93.72 | epoch 16 | 1800/ 5398 batches | lr 1.17 | ms/batch 699.36 | loss 4.70 | ppl 109.41 | epoch 16 | 2000/ 5398 batches | lr 1.17 | ms/batch 699.34 | loss 4.65 | ppl 104.86 | epoch 16 | 2200/ 5398 batches | lr 1.17 | ms/batch 698.55 | loss 4.72 | ppl 111.83 | epoch 16 | 2400/ 5398 batches | lr 1.17 | ms/batch 698.67 | loss 4.61 | ppl 100.77 | epoch 16 | 2600/ 5398 batches | lr 1.17 | ms/batch 699.06 | loss 4.59 | ppl 98.00 | epoch 16 | 2800/ 5398 batches | lr 1.17 | ms/batch 698.88 | loss 4.62 | ppl 101.29 | epoch 16 | 3000/ 5398 batches | lr 1.17 | ms/batch 699.20 | loss 4.59 | ppl 98.87 | epoch 16 | 3200/ 5398 batches | lr 1.17 | ms/batch 698.54 | loss 4.50 | ppl 90.39 | epoch 16 | 3400/ 5398 batches | lr 1.17 | ms/batch 698.65 | loss 4.55 | ppl 94.45 | epoch 16 | 3600/ 5398 batches | lr 1.17 | ms/batch 698.58 | loss 4.49 | ppl 88.89 | epoch 16 | 3800/ 5398 batches | lr 1.17 | ms/batch 699.44 | loss 4.51 | ppl 91.04 | epoch 16 | 4000/ 5398 batches | lr 1.17 | ms/batch 698.75 | loss 4.54 | ppl 93.51 | epoch 16 | 4200/ 5398 batches | lr 1.17 | ms/batch 699.03 | loss 4.57 | ppl 96.33 | epoch 16 | 4400/ 5398 batches | lr 1.17 | ms/batch 699.62 | loss 4.61 | ppl 100.13 | epoch 16 | 4600/ 5398 batches | lr 1.17 | ms/batch 699.11 | loss 4.57 | ppl 96.46 | epoch 16 | 4800/ 5398 batches | lr 1.17 | ms/batch 698.65 | loss 4.65 | ppl 104.28 | epoch 16 | 5000/ 5398 batches | lr 1.17 | ms/batch 699.18 | loss 4.62 | ppl 101.09 | epoch 16 | 5200/ 5398 batches | lr 1.17 | ms/batch 699.59 | loss 4.45 | ppl 85.50 ----------------------------------------------------------------------------------------- | end of epoch 16 | time: 4059.31s | valid loss 6.0281 | valid ppl 414.91 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_16-loss_6.03-ppl_414.91.pt | epoch 17 | 200/ 5398 batches | lr 0.78 | ms/batch 694.35 | loss 4.67 | ppl 106.56 | epoch 17 | 400/ 5398 batches | lr 0.78 | ms/batch 695.31 | loss 4.60 | ppl 99.80 | epoch 17 | 600/ 5398 batches | lr 0.78 | ms/batch 697.31 | loss 4.72 | ppl 111.79 | epoch 17 | 800/ 5398 batches | lr 0.78 | ms/batch 699.06 | loss 4.55 | ppl 95.02 | epoch 17 | 1000/ 5398 batches | lr 0.78 | ms/batch 699.64 | loss 4.57 | ppl 96.72 | epoch 17 | 1200/ 5398 batches | lr 0.78 | ms/batch 698.84 | loss 4.56 | ppl 95.44 | epoch 17 | 1400/ 5398 batches | lr 0.78 | ms/batch 698.58 | loss 4.52 | ppl 91.52 | epoch 17 | 1600/ 5398 batches | lr 0.78 | ms/batch 698.98 | loss 4.52 | ppl 92.27 | epoch 17 | 1800/ 5398 batches | lr 0.78 | ms/batch 699.08 | loss 4.69 | ppl 108.56 | epoch 17 | 2000/ 5398 batches | lr 0.78 | ms/batch 698.94 | loss 4.64 | ppl 103.06 | epoch 17 | 2200/ 5398 batches | lr 0.78 | ms/batch 699.58 | loss 4.71 | ppl 110.82 | epoch 17 | 2400/ 5398 batches | lr 0.78 | ms/batch 698.80 | loss 4.59 | ppl 98.96 | epoch 17 | 2600/ 5398 batches | lr 0.78 | ms/batch 698.64 | loss 4.57 | ppl 96.37 | epoch 17 | 2800/ 5398 batches | lr 0.78 | ms/batch 698.55 | loss 4.59 | ppl 98.83 | epoch 17 | 3000/ 5398 batches | lr 0.78 | ms/batch 699.37 | loss 4.58 | ppl 97.29 | epoch 17 | 3200/ 5398 batches | lr 0.78 | ms/batch 699.08 | loss 4.48 | ppl 88.55 | epoch 17 | 3400/ 5398 batches | lr 0.78 | ms/batch 699.47 | loss 4.53 | ppl 92.63 | epoch 17 | 3600/ 5398 batches | lr 0.78 | ms/batch 699.01 | loss 4.47 | ppl 87.75 | epoch 17 | 3800/ 5398 batches | lr 0.78 | ms/batch 699.30 | loss 4.49 | ppl 89.36 | epoch 17 | 4000/ 5398 batches | lr 0.78 | ms/batch 698.99 | loss 4.52 | ppl 91.89 | epoch 17 | 4200/ 5398 batches | lr 0.78 | ms/batch 699.18 | loss 4.55 | ppl 94.87 | epoch 17 | 4400/ 5398 batches | lr 0.78 | ms/batch 699.02 | loss 4.59 | ppl 98.78 | epoch 17 | 4600/ 5398 batches | lr 0.78 | ms/batch 698.63 | loss 4.56 | ppl 95.39 | epoch 17 | 4800/ 5398 batches | lr 0.78 | ms/batch 698.54 | loss 4.63 | ppl 102.68 | epoch 17 | 5000/ 5398 batches | lr 0.78 | ms/batch 698.89 | loss 4.60 | ppl 99.51 | epoch 17 | 5200/ 5398 batches | lr 0.78 | ms/batch 699.17 | loss 4.44 | ppl 84.45 ----------------------------------------------------------------------------------------- | end of epoch 17 | time: 4060.14s | valid loss 6.0291 | valid ppl 415.35 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_17-loss_6.03-ppl_415.35.pt | epoch 18 | 200/ 5398 batches | lr 0.52 | ms/batch 694.61 | loss 4.66 | ppl 105.97 | epoch 18 | 400/ 5398 batches | lr 0.52 | ms/batch 694.19 | loss 4.59 | ppl 98.76 | epoch 18 | 600/ 5398 batches | lr 0.52 | ms/batch 696.99 | loss 4.70 | ppl 110.00 | epoch 18 | 800/ 5398 batches | lr 0.52 | ms/batch 698.08 | loss 4.54 | ppl 93.77 | epoch 18 | 1000/ 5398 batches | lr 0.52 | ms/batch 698.34 | loss 4.56 | ppl 95.21 | epoch 18 | 1200/ 5398 batches | lr 0.52 | ms/batch 699.00 | loss 4.55 | ppl 94.22 | epoch 18 | 1400/ 5398 batches | lr 0.52 | ms/batch 698.71 | loss 4.51 | ppl 91.08 | epoch 18 | 1600/ 5398 batches | lr 0.52 | ms/batch 698.68 | loss 4.51 | ppl 91.34 | epoch 18 | 1800/ 5398 batches | lr 0.52 | ms/batch 698.70 | loss 4.67 | ppl 106.96 | epoch 18 | 2000/ 5398 batches | lr 0.52 | ms/batch 698.78 | loss 4.62 | ppl 101.53 | epoch 18 | 2200/ 5398 batches | lr 0.52 | ms/batch 698.14 | loss 4.69 | ppl 108.78 | epoch 18 | 2400/ 5398 batches | lr 0.52 | ms/batch 699.02 | loss 4.59 | ppl 98.66 | epoch 18 | 2600/ 5398 batches | lr 0.52 | ms/batch 698.18 | loss 4.56 | ppl 95.46 | epoch 18 | 2800/ 5398 batches | lr 0.52 | ms/batch 697.61 | loss 4.58 | ppl 97.90 | epoch 18 | 3000/ 5398 batches | lr 0.52 | ms/batch 698.34 | loss 4.57 | ppl 96.34 | epoch 18 | 3200/ 5398 batches | lr 0.52 | ms/batch 698.35 | loss 4.47 | ppl 87.70 | epoch 18 | 3400/ 5398 batches | lr 0.52 | ms/batch 698.16 | loss 4.52 | ppl 91.83 | epoch 18 | 3600/ 5398 batches | lr 0.52 | ms/batch 698.34 | loss 4.46 | ppl 86.23 | epoch 18 | 3800/ 5398 batches | lr 0.52 | ms/batch 698.84 | loss 4.47 | ppl 87.74 | epoch 18 | 4000/ 5398 batches | lr 0.52 | ms/batch 698.07 | loss 4.51 | ppl 90.66 | epoch 18 | 4200/ 5398 batches | lr 0.52 | ms/batch 698.35 | loss 4.54 | ppl 93.59 | epoch 18 | 4400/ 5398 batches | lr 0.52 | ms/batch 698.68 | loss 4.58 | ppl 97.75 | epoch 18 | 4600/ 5398 batches | lr 0.52 | ms/batch 698.61 | loss 4.55 | ppl 94.23 | epoch 18 | 4800/ 5398 batches | lr 0.52 | ms/batch 698.24 | loss 4.62 | ppl 101.38 | epoch 18 | 5000/ 5398 batches | lr 0.52 | ms/batch 698.60 | loss 4.59 | ppl 98.12 | epoch 18 | 5200/ 5398 batches | lr 0.52 | ms/batch 698.00 | loss 4.42 | ppl 83.44 ----------------------------------------------------------------------------------------- | end of epoch 18 | time: 4056.91s | valid loss 6.0261 | valid ppl 414.10 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_18-loss_6.03-ppl_414.10.pt | epoch 19 | 200/ 5398 batches | lr 0.35 | ms/batch 695.03 | loss 4.65 | ppl 104.78 | epoch 19 | 400/ 5398 batches | lr 0.35 | ms/batch 694.30 | loss 4.58 | ppl 97.95 | epoch 19 | 600/ 5398 batches | lr 0.35 | ms/batch 696.89 | loss 4.70 | ppl 109.63 | epoch 19 | 800/ 5398 batches | lr 0.35 | ms/batch 697.10 | loss 4.54 | ppl 93.51 | epoch 19 | 1000/ 5398 batches | lr 0.35 | ms/batch 697.11 | loss 4.55 | ppl 94.56 | epoch 19 | 1200/ 5398 batches | lr 0.35 | ms/batch 698.71 | loss 4.53 | ppl 93.21 | epoch 19 | 1400/ 5398 batches | lr 0.35 | ms/batch 698.18 | loss 4.50 | ppl 89.94 | epoch 19 | 1600/ 5398 batches | lr 0.35 | ms/batch 698.13 | loss 4.51 | ppl 90.77 | epoch 19 | 1800/ 5398 batches | lr 0.35 | ms/batch 697.51 | loss 4.67 | ppl 106.26 | epoch 19 | 2000/ 5398 batches | lr 0.35 | ms/batch 697.06 | loss 4.62 | ppl 101.10 | epoch 19 | 2200/ 5398 batches | lr 0.35 | ms/batch 698.10 | loss 4.69 | ppl 108.79 | epoch 19 | 2400/ 5398 batches | lr 0.35 | ms/batch 698.24 | loss 4.58 | ppl 97.65 | epoch 19 | 2600/ 5398 batches | lr 0.35 | ms/batch 698.23 | loss 4.55 | ppl 94.93 | epoch 19 | 2800/ 5398 batches | lr 0.35 | ms/batch 697.83 | loss 4.58 | ppl 97.64 | epoch 19 | 3000/ 5398 batches | lr 0.35 | ms/batch 698.05 | loss 4.56 | ppl 95.43 | epoch 19 | 3200/ 5398 batches | lr 0.35 | ms/batch 697.01 | loss 4.47 | ppl 87.01 | epoch 19 | 3400/ 5398 batches | lr 0.35 | ms/batch 696.97 | loss 4.51 | ppl 91.21 | epoch 19 | 3600/ 5398 batches | lr 0.35 | ms/batch 698.42 | loss 4.45 | ppl 85.75 | epoch 19 | 3800/ 5398 batches | lr 0.35 | ms/batch 697.52 | loss 4.47 | ppl 87.63 | epoch 19 | 4000/ 5398 batches | lr 0.35 | ms/batch 698.00 | loss 4.50 | ppl 90.23 | epoch 19 | 4200/ 5398 batches | lr 0.35 | ms/batch 698.27 | loss 4.52 | ppl 92.27 | epoch 19 | 4400/ 5398 batches | lr 0.35 | ms/batch 698.60 | loss 4.57 | ppl 96.99 | epoch 19 | 4600/ 5398 batches | lr 0.35 | ms/batch 697.43 | loss 4.54 | ppl 93.63 | epoch 19 | 4800/ 5398 batches | lr 0.35 | ms/batch 698.22 | loss 4.61 | ppl 100.23 | epoch 19 | 5000/ 5398 batches | lr 0.35 | ms/batch 697.69 | loss 4.58 | ppl 97.31 | epoch 19 | 5200/ 5398 batches | lr 0.35 | ms/batch 697.03 | loss 4.42 | ppl 82.99 ----------------------------------------------------------------------------------------- | end of epoch 19 | time: 4054.25s | valid loss 6.0251 | valid ppl 413.68 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_19-loss_6.03-ppl_413.68.pt | epoch 20 | 200/ 5398 batches | lr 0.23 | ms/batch 694.58 | loss 4.65 | ppl 104.48 | epoch 20 | 400/ 5398 batches | lr 0.23 | ms/batch 693.88 | loss 4.58 | ppl 97.97 | epoch 20 | 600/ 5398 batches | lr 0.23 | ms/batch 696.03 | loss 4.69 | ppl 108.97 | epoch 20 | 800/ 5398 batches | lr 0.23 | ms/batch 696.57 | loss 4.54 | ppl 93.23 | epoch 20 | 1000/ 5398 batches | lr 0.23 | ms/batch 698.20 | loss 4.55 | ppl 94.20 | epoch 20 | 1200/ 5398 batches | lr 0.23 | ms/batch 698.24 | loss 4.53 | ppl 92.56 | epoch 20 | 1400/ 5398 batches | lr 0.23 | ms/batch 697.76 | loss 4.50 | ppl 89.82 | epoch 20 | 1600/ 5398 batches | lr 0.23 | ms/batch 697.64 | loss 4.50 | ppl 90.29 | epoch 20 | 1800/ 5398 batches | lr 0.23 | ms/batch 697.95 | loss 4.66 | ppl 105.88 | epoch 20 | 2000/ 5398 batches | lr 0.23 | ms/batch 698.49 | loss 4.61 | ppl 100.85 | epoch 20 | 2200/ 5398 batches | lr 0.23 | ms/batch 697.75 | loss 4.68 | ppl 107.66 | epoch 20 | 2400/ 5398 batches | lr 0.23 | ms/batch 697.71 | loss 4.58 | ppl 97.17 | epoch 20 | 2600/ 5398 batches | lr 0.23 | ms/batch 697.87 | loss 4.55 | ppl 94.62 | epoch 20 | 2800/ 5398 batches | lr 0.23 | ms/batch 697.90 | loss 4.57 | ppl 96.94 | epoch 20 | 3000/ 5398 batches | lr 0.23 | ms/batch 697.16 | loss 4.55 | ppl 95.06 | epoch 20 | 3200/ 5398 batches | lr 0.23 | ms/batch 697.75 | loss 4.46 | ppl 86.27 | epoch 20 | 3400/ 5398 batches | lr 0.23 | ms/batch 697.31 | loss 4.51 | ppl 90.87 | epoch 20 | 3600/ 5398 batches | lr 0.23 | ms/batch 697.46 | loss 4.44 | ppl 85.15 | epoch 20 | 3800/ 5398 batches | lr 0.23 | ms/batch 698.35 | loss 4.47 | ppl 86.99 | epoch 20 | 4000/ 5398 batches | lr 0.23 | ms/batch 697.41 | loss 4.50 | ppl 90.02 | epoch 20 | 4200/ 5398 batches | lr 0.23 | ms/batch 696.39 | loss 4.51 | ppl 91.34 | epoch 20 | 4400/ 5398 batches | lr 0.23 | ms/batch 697.32 | loss 4.57 | ppl 96.45 | epoch 20 | 4600/ 5398 batches | lr 0.23 | ms/batch 697.09 | loss 4.53 | ppl 92.63 | epoch 20 | 4800/ 5398 batches | lr 0.23 | ms/batch 697.12 | loss 4.61 | ppl 100.63 | epoch 20 | 5000/ 5398 batches | lr 0.23 | ms/batch 696.88 | loss 4.58 | ppl 97.11 | epoch 20 | 5200/ 5398 batches | lr 0.23 | ms/batch 698.15 | loss 4.41 | ppl 82.31 ----------------------------------------------------------------------------------------- | end of epoch 20 | time: 4052.64s | valid loss 6.0236 | valid ppl 413.08 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_20-loss_6.02-ppl_413.08.pt | epoch 21 | 200/ 5398 batches | lr 0.15 | ms/batch 694.45 | loss 4.64 | ppl 103.79 | epoch 21 | 400/ 5398 batches | lr 0.15 | ms/batch 693.47 | loss 4.57 | ppl 96.95 | epoch 21 | 600/ 5398 batches | lr 0.15 | ms/batch 695.34 | loss 4.69 | ppl 108.67 | epoch 21 | 800/ 5398 batches | lr 0.15 | ms/batch 697.01 | loss 4.53 | ppl 92.48 | epoch 21 | 1000/ 5398 batches | lr 0.15 | ms/batch 696.84 | loss 4.55 | ppl 94.29 | epoch 21 | 1200/ 5398 batches | lr 0.15 | ms/batch 697.13 | loss 4.53 | ppl 92.30 | epoch 21 | 1400/ 5398 batches | lr 0.15 | ms/batch 696.96 | loss 4.49 | ppl 89.42 | epoch 21 | 1600/ 5398 batches | lr 0.15 | ms/batch 697.74 | loss 4.50 | ppl 90.06 | epoch 21 | 1800/ 5398 batches | lr 0.15 | ms/batch 696.63 | loss 4.66 | ppl 105.76 | epoch 21 | 2000/ 5398 batches | lr 0.15 | ms/batch 697.17 | loss 4.61 | ppl 100.38 | epoch 21 | 2200/ 5398 batches | lr 0.15 | ms/batch 696.38 | loss 4.67 | ppl 107.05 | epoch 21 | 2400/ 5398 batches | lr 0.15 | ms/batch 697.03 | loss 4.57 | ppl 96.64 | epoch 21 | 2600/ 5398 batches | lr 0.15 | ms/batch 697.19 | loss 4.55 | ppl 94.23 | epoch 21 | 2800/ 5398 batches | lr 0.15 | ms/batch 697.07 | loss 4.57 | ppl 96.31 | epoch 21 | 3000/ 5398 batches | lr 0.15 | ms/batch 697.21 | loss 4.55 | ppl 94.39 | epoch 21 | 3200/ 5398 batches | lr 0.15 | ms/batch 697.05 | loss 4.46 | ppl 86.24 | epoch 21 | 3400/ 5398 batches | lr 0.15 | ms/batch 696.99 | loss 4.50 | ppl 90.14 | epoch 21 | 3600/ 5398 batches | lr 0.15 | ms/batch 696.67 | loss 4.44 | ppl 85.18 | epoch 21 | 3800/ 5398 batches | lr 0.15 | ms/batch 696.45 | loss 4.46 | ppl 86.79 | epoch 21 | 4000/ 5398 batches | lr 0.15 | ms/batch 696.41 | loss 4.49 | ppl 89.07 | epoch 21 | 4200/ 5398 batches | lr 0.15 | ms/batch 696.37 | loss 4.52 | ppl 91.93 | epoch 21 | 4400/ 5398 batches | lr 0.15 | ms/batch 697.29 | loss 4.57 | ppl 96.08 | epoch 21 | 4600/ 5398 batches | lr 0.15 | ms/batch 696.61 | loss 4.53 | ppl 92.50 | epoch 21 | 4800/ 5398 batches | lr 0.15 | ms/batch 696.91 | loss 4.61 | ppl 100.01 | epoch 21 | 5000/ 5398 batches | lr 0.15 | ms/batch 696.17 | loss 4.57 | ppl 96.98 | epoch 21 | 5200/ 5398 batches | lr 0.15 | ms/batch 696.22 | loss 4.41 | ppl 82.22 ----------------------------------------------------------------------------------------- | end of epoch 21 | time: 4048.98s | valid loss 6.0236 | valid ppl 413.07 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_21-loss_6.02-ppl_413.07.pt | epoch 22 | 200/ 5398 batches | lr 0.10 | ms/batch 694.82 | loss 4.64 | ppl 103.66 | epoch 22 | 400/ 5398 batches | lr 0.10 | ms/batch 693.49 | loss 4.58 | ppl 97.17 | epoch 22 | 600/ 5398 batches | lr 0.10 | ms/batch 695.09 | loss 4.69 | ppl 108.70 | epoch 22 | 800/ 5398 batches | lr 0.10 | ms/batch 696.03 | loss 4.52 | ppl 92.26 | epoch 22 | 1000/ 5398 batches | lr 0.10 | ms/batch 696.77 | loss 4.54 | ppl 93.62 | epoch 22 | 1200/ 5398 batches | lr 0.10 | ms/batch 697.33 | loss 4.52 | ppl 92.19 | epoch 22 | 1400/ 5398 batches | lr 0.10 | ms/batch 697.24 | loss 4.49 | ppl 89.02 | epoch 22 | 1600/ 5398 batches | lr 0.10 | ms/batch 696.96 | loss 4.50 | ppl 90.11 | epoch 22 | 1800/ 5398 batches | lr 0.10 | ms/batch 696.51 | loss 4.66 | ppl 105.29 | epoch 22 | 2000/ 5398 batches | lr 0.10 | ms/batch 695.82 | loss 4.60 | ppl 99.91 | epoch 22 | 2200/ 5398 batches | lr 0.10 | ms/batch 696.28 | loss 4.68 | ppl 107.39 | epoch 22 | 2400/ 5398 batches | lr 0.10 | ms/batch 695.89 | loss 4.57 | ppl 97.00 | epoch 22 | 2600/ 5398 batches | lr 0.10 | ms/batch 696.46 | loss 4.54 | ppl 94.00 | epoch 22 | 2800/ 5398 batches | lr 0.10 | ms/batch 696.96 | loss 4.57 | ppl 96.20 | epoch 22 | 3000/ 5398 batches | lr 0.10 | ms/batch 696.51 | loss 4.54 | ppl 93.91 | epoch 22 | 3200/ 5398 batches | lr 0.10 | ms/batch 695.98 | loss 4.45 | ppl 85.82 | epoch 22 | 3400/ 5398 batches | lr 0.10 | ms/batch 696.33 | loss 4.50 | ppl 90.29 | epoch 22 | 3600/ 5398 batches | lr 0.10 | ms/batch 696.41 | loss 4.44 | ppl 84.84 | epoch 22 | 3800/ 5398 batches | lr 0.10 | ms/batch 696.70 | loss 4.46 | ppl 86.67 | epoch 22 | 4000/ 5398 batches | lr 0.10 | ms/batch 696.24 | loss 4.49 | ppl 89.09 | epoch 22 | 4200/ 5398 batches | lr 0.10 | ms/batch 696.49 | loss 4.52 | ppl 92.09 | epoch 22 | 4400/ 5398 batches | lr 0.10 | ms/batch 697.01 | loss 4.56 | ppl 95.74 | epoch 22 | 4600/ 5398 batches | lr 0.10 | ms/batch 696.06 | loss 4.53 | ppl 92.58 | epoch 22 | 4800/ 5398 batches | lr 0.10 | ms/batch 696.56 | loss 4.60 | ppl 99.69 | epoch 22 | 5000/ 5398 batches | lr 0.10 | ms/batch 696.06 | loss 4.57 | ppl 96.46 | epoch 22 | 5200/ 5398 batches | lr 0.10 | ms/batch 696.46 | loss 4.41 | ppl 82.06 ----------------------------------------------------------------------------------------- | end of epoch 22 | time: 4047.12s | valid loss 6.0227 | valid ppl 412.68 SAVING: models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_22-loss_6.02-ppl_412.68.pt | epoch 23 | 200/ 5398 batches | lr 0.07 | ms/batch 694.65 | loss 4.64 | ppl 103.89 | epoch 23 | 400/ 5398 batches | lr 0.07 | ms/batch 692.97 | loss 4.58 | ppl 97.06 | epoch 23 | 600/ 5398 batches | lr 0.07 | ms/batch 698.09 | loss 4.69 | ppl 108.40 | epoch 23 | 800/ 5398 batches | lr 0.07 | ms/batch 696.15 | loss 4.52 | ppl 92.25 | epoch 23 | 1000/ 5398 batches | lr 0.07 | ms/batch 695.28 | loss 4.54 | ppl 93.71 | epoch 23 | 1200/ 5398 batches | lr 0.07 | ms/batch 695.76 | loss 4.52 | ppl 91.87 | epoch 23 | 1400/ 5398 batches | lr 0.07 | ms/batch 695.82 | loss 4.48 | ppl 88.59 | epoch 23 | 1600/ 5398 batches | lr 0.07 | ms/batch 696.18 | loss 4.50 | ppl 89.80 | epoch 23 | 1800/ 5398 batches | lr 0.07 | ms/batch 696.12 | loss 4.65 | ppl 104.76 | epoch 23 | 2000/ 5398 batches | lr 0.07 | ms/batch 696.56 | loss 4.60 | ppl 99.61 | epoch 23 | 2200/ 5398 batches | lr 0.07 | ms/batch 696.84 | loss 4.67 | ppl 107.10 | epoch 23 | 2400/ 5398 batches | lr 0.07 | ms/batch 696.45 | loss 4.57 | ppl 96.22 | epoch 23 | 2600/ 5398 batches | lr 0.07 | ms/batch 696.33 | loss 4.54 | ppl 93.91 | epoch 23 | 2800/ 5398 batches | lr 0.07 | ms/batch 696.79 | loss 4.56 | ppl 95.79 | epoch 23 | 3000/ 5398 batches | lr 0.07 | ms/batch 697.20 | loss 4.55 | ppl 94.20 | epoch 23 | 3200/ 5398 batches | lr 0.07 | ms/batch 697.28 | loss 4.45 | ppl 85.58 | epoch 23 | 3400/ 5398 batches | lr 0.07 | ms/batch 697.27 | loss 4.50 | ppl 89.72 | epoch 23 | 3600/ 5398 batches | lr 0.07 | ms/batch 696.95 | loss 4.44 | ppl 85.02 ^C----------------------------------------------------------------------------------------- Exiting from training early ========================================================================================= | End of training | test loss 6.00 | test ppl 401.85 ========================================================================================= jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_22-loss_6.02-ppl_412.68.pt' /home/jhave/Documents/Github/pytorch-poetry-gSystem will generate poems of 88 words each, perpetually, until stopped.02T06-19-17/model-LSTM-emsize-1500-nhid_1500-PyTorch Poetry Language Model.22-loss_6.02-ppTrained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 1500 Hidden Layers: 1500 Batch size: 20 Epoch: 22 Loss: 6.02 Perplexity: 412.68.pt Initializing. Please be patient. ~ + ~ Still blooms the no; of the parched field thwcweam thousand. Each precious old cat lets a blue glass fills accident. The race is beyond the mask-clad face, God's precepts, his belov'd and slow. He worships through the muzzle of it as he tells the list to this. Over that loud frog 7-month-old twirls of Tetons. soldiers am the cabbages?" Fathers learn in the 1290 herbivorous, In its oversized Love-tale opposition. there—I Fruit? ~ + ~ O let me go apart from all these emptiness, I take love in a love of Lord, in what you I hate, and the loveless quarter-second it-- For no doubt away of me. I have given away the names to you, what time I shall call you, my own ham. TWO Nobody could escape how the ocean doink-doinks confounded, Sun-rise, in the sentence Above my height--I foretold him, I were but to coffee, ~ + ~ Firm or painfully obstructed with schools, Hel' bediamonded one-two-three, And dropping her sprouts and sobbing, at Christmas goils Then Anna inventory: They Alwalda deep-damask'd tea, And goes in May-time Wandring, must give But never good--do they make no-nose— But then, there oft the quiet ears are seen Between the madness of thy light Marching toward a stilled ravine of death, When the eye ruminating slowly it wrapp'd In the palmy road; we jacklight ~ + ~ THE LIVING WITH SMANNA Luke receyved me, for them all being longer-lived, And ancient powers. The sacred bones of proportion is sandaled feet over the colioquial strings, Merle fountain-side, and Flud silverware slows to jail. Her mouth's Guilty. Breasts no longer kalends And punk's tent; and irreverence are still in afar; That bright weightily, half-expects to slip On this tough qualm of one delicious cone -- We know it was no more than it "new Packet." V ~ + ~ ^CTraceback (most recent call last): Generated 77/88 words File "generate_2017-INFINITE-1M.py", line 122, in output, hidden = model(input, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/model.py", line 49, in forward decoded = self.decoder(output.view(output.size(0)*output.size(1), output.size(2))) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/linear.py", line 54, in forward return self._backend.Linear()(input, self.weight, self.bias) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/linear.py", line 10, in forward output.addmm_(0, 1, input, weight.t()) KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear  jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_22-loss_6.02-ppl_412.68.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 1500 Hidden Layers: 1500 Batch size: 20 Epoch: 22 Loss: 6.02 Perplexity: 412.68.pt Initializing. Please be patient. ~ + ~ AND SHEAVES-- A tarot, the arose.--Geof dreaming here on painting besiege, redundant: sleepy, searching Beyond shale for it a space Oh, runs on the face of our men!' He shivers his ground. The hand less... the Turtle was won, One wolf), generations thin And curled down in the core, conditioners And polished primrose The flaws. austerity-like reafedon/ Served look'd, for last one petitioned That she cannot say so. ~ + ~ MEDIAEVAL BROWS On bottom of an eminence; And life and private I have all dropped most of With nothing but too goddess, and more ancient Wings and a small little doubled- Above the electric eyes of the leash-men! There is a sing. Good Friday, Another crocus up there. I was terrible, once, dream of the day I won And rung all my forth. Such the night before it ended wood, And ~ + ~ WE HAVE TO BE A WAIT: make put our end in plot and pain to hold the evening to the cars and the power of the line. Lose any fatigue after this other, new masters to hold your mind, call your laugh. Their leaves are clear they are this free, only unlike an Eternity! Republic, of trees dust at the mouth of me, surrounded by ice dressing at your door, in all asian Taunton Winged ~ + ~ RACKED BUGS FOR A BONE; But elegy. shirtcard flitterings sufficient Eve, And first and the row of brain shawl flown registering Their stores so parted and it expel for once Certain closer to the fault from matre modern. A woman once knows she's trusted and, about that— Until pleased this by the fishermen and when they play her in the kitchen, too much. Sur. The casa Welles crew the stairs— to We've killed the Hollywood thiebaud ~ + ~ ENCHANTED— By Baltimore now, Kertsz: soote, the Falsehood of all Hesiod, expatriated. DREAD deform; a condom of holiday shun'd; and floats and isolation? Walkman. Blue light rains sits. paintings) sixes from the Concord reflection nor one young, thought leAf Heidi’s flirt, She fed forever by cats. to get a ice-cream storm fish ruddying dented mists, in a tube. This balding Beneathe a spatula, then out of to see her plan after a pact around ~ + ~ America which you vanity and life wait up because life is never four hours. half-immolated, ytorne? and straight, on some street have to quarrel in every life: and he answer'd you. A boy who betrays his Virginia. It is the Zion of the Softer Lundy's that vast impossible intoxicate itself like the in mimicry of Curtis's dandelion. Its rage is 383. and the vines of the Canadian most was Clutching the whole Board to which a fool ~ + ~ ^CTraceback (most recent call last): Generated 40/88 words File "generate_2017-INFINITE-1M.py", line 122, in output, hidden = model(input, hidden) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/model.py", line 49, in forward decoded = self.decoder(output.view(output.size(0)*output.size(1), output.size(2))) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 206, in __call__ result = self.forward(*input, **kwargs) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/modules/linear.py", line 54, in forward return self._backend.Linear()(input, self.weight, self.bias) File "/home/jhave/anaconda3/lib/python3.6/site-packages/torch/nn/_functions/linear.py", line 10, in forward output.addmm_(0, 1, input, weight.t()) KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ clear  jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$ python generate_2017-INFINITE-1M.py --checkpoint='/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/models/2017-05-02T06-19-17/model-LSTM-emsize-1500-nhid_1500-nlayers_2-batch_size_20-epoch_22-loss_6.02-ppl_412.68.pt' System will generate poems of 88 words each, perpetually, until stopped. PyTorch Poetry Language Model. Trained on over 1 million lines of poetry +~+ CORPUS derived from: Poetry Foundation Poets.org Jacket2 Capa Evergreen Review Shampoo +~+ Mode: LSTM Embedding size: 1500 Hidden Layers: 1500 Batch size: 20 Epoch: 22 Loss: 6.02 Perplexity: 412.68.pt Initializing. Please be patient. ~ + ~ Who sat in play by into his store On the obscure Transcript, I joined the dandruff of multitudes To smell the mesa where the tenderness Fell fat in the old featherbed, Tender to the quiet idea we did, To God in fif Lines amidst old mate-- The seraphim, the bretful of the nightfall; The curlew Lily, melted at the flank despair.' Apart at the end of the living life. For the impalpable hobblebush absorbed ~ + ~ When a door sensitive... Help, embarrassed; hang traceries of the Fall of sueur, somtyme Deposits white Fluorescence in the rica denied; Benygne they covering Dale and wand, Of [Popcorn-can land--sweet, Welandes And the native serpent fastness Trundle them, thick; And a new heart stays down, let mine and be? Adversity Is Oystering 4. MOTHER. Nobody'll go, Come to me, Open my Tzozil mare, Dancing to ~ + ~ MOTHER-EYE. I survey the rainbow the border works with the red thunder and the light-leafed wheat and the rose; the first again is gone—also wrapped of Complains cuddling a grip under and the exceedingly! Now you, who were what I had tragically crayons, automated mirages from two ...Within, yellow... paper-folded, fracture double, dreaminess laughter spotted in floo'er the undesired muck risen--we and then)they devised their family, fated. Puffballs and schools of denial. I ~ + ~ ORACULAR; A sunbeam with the light of signalled, So on this wild hills to these things Dreamer and English Voluptuous life -- Celina, rose— All things are needed to be Stu? Then we have not Ragazzi daybreak, straw-bottom aroun', In pinch; music still and while other. The word would the astronaut, Whose all is known and of the dust that vine As one who is spent! How I think that I might dwell the main ~ + ~ OF WIRES, GOG AND SOUTANE icicle in every palm of the amaryllis, enveloped with swate delicatesse? the buttressed mill-owners self-contained? Consider the dunder of a actor's WORLD and-- the day in the tented fights. The 5,000 parts in vulgarit—' just play. to'advance. The orgasm of the machine always towering so simple. The question is to make them any more than the argument. A bit of torturers refuses to crumble. There are ruin churches old in ~ + ~ BRACED across the rough rainspout no one attained this white light, the great hairs of the wild tongues of many spheres, and the phaetons in ignorance of lighthouses of cows with the inexhaustible terrors of light bolts the body withered into human cupped hands to the long honey-feel of present light. The supervised room-sized at the bell veined by the hills on some blank chop, and on the face of alfalfa, hashish. There, more ~ + ~ WABE: The Sublunar sees... But father—we still under the tangerine of synthetic spears The child with butter pacifist dread; Justice Sweetheart, with their password roses-- limestone: burning, SEEN Mancha, of heart: Threshed from a split-second of rug…I let it be Getting like ten years in an old dock's range There are three years fahrting into sand. Vanish the stationary, like d'insomnie Rainbows on a clutter Of Most of those who have traveled into wanne, So ~ + ~ But that outfield peony, and it hurled, And the tranquil one Who drowned me went. The Buck rod Lifted Father! not feo bee-hive detonation sunk freedom, tubs, danc'd and down "Meow, aggregate— Scummed and boxcar thin, Far, clear, prisons burned. Glister'd And gray in matter the fire masques and things Of bodies seem together so blithe As the stronger drop of sweet foam, Downtown, warmed the forest of rose towers Upon Zutt And ~ + ~ VEINS INTO HER FINGERS. Her lips turned me: they did, in the round Stout-Heart: would now come to me me, when love were no-time of the good but the exhalations of instalment. He would have me your Mothers I desired this, I would call my letter. Which is not to be good, the only girls you can't stay to keep, from giving here. Who too the Lord’s dreamed you had come to me. It was choosing ~ + ~ I think I think a kind to be speculum's They, as I went calls anyone's but trouble tte Where? Tho compromise self-blessing; if please as of my body, my health pluck’d without two lifetimes seconds across a field with a resisted galactic God Smoothed by leaves in last to them-- Island, once I went home. Farm We went across extending from the hill and swam ~ + ~ THE ACE Of Caesars Paternal declining. And tenants all the former sweets of Sohrab's arts, And those with thirst sore aims to make them sing. But yet like tides of everlasting was implore;-- Send him its spouse's useless imaginings In the Republic's mockery of numerous wool. And when, the sadder Pleasure governs thee, He knew a pudding and bondage after it, Sore ineffectual hope in the Wolseley gave her Into his last mohair. cursed lot, Not ~ + ~ There in foxes Snow plows. I dared not for this past the forest The river tarnished with a barrel I saw I was neither high nor silent, The great sky stood not to rain, No matter how they could hang away. But I did not remain, I know, nor though I should look from my mouth and dry. Some who rush in long pity helps it The thing that holds this head, ~ + ~ P.S. C, MR. PERSON?" "Will I be you O so to let and more. Only this is a shoe. You'd never dream leaving better, I would clasp another of the abstraction, discount'nanc't fayre? The Dr. Extra-Inning "Golden Supremacie of sheaths, intercontinental weeke combed at Charlie Long politics for stopping. There's I quite want it now, to stand deep as images my heavy sobs sharply, and long-buried with acid fairy-like dead and witty, faithful will for one was--flowing ~ + ~ Steps whose is free-- comes in its dark yolks above the and occasion. Experience Considers the Shrine embark; for Robert octopus. What else on she). let's 're so attentionless, from some little gewyrcean, —In the briny bowtie Summertime. If you must cook have you split your games. 3 I think we've no life. Needs emptied" Save, to theatric side Pianistic rage could teach it ~ + ~ SYN THAT HE WAS MUCH Conclusion. The ant Olive cool'd his head and is bundled out That he was misunderstood. I have seen it again; I am the only witness of the past. And I can hear the thrashing crows and I for the spheres! Not for the restless journey. Fragment Wye! I listen to the night until The tide again within the valleys And the wind above the sky ~ + ~ TO just drive away to park, Save. Wang Whittled out and down. Be not of the Devill and then Pondering, brownstones and the Lucifer, LIMA king-cups over-ripe. SLEEP hostler, her ancestress and REAL! mori. Rosh-Hashanah, 5643 What falcon in the sea and ocean, and require Thy name, since thy dishevelled light is wrought. O droops and let the fountains with the heart Become not visible as dismay. For ~ + ~ OR THE SAME, tow'rd despondence, of the future; besieged by dismissive gold. XLIX Who make the speech of infancy this bird's. syllable. The murmurations of the changing responses: a twenty favors. All the other, Virgil are not Please knaw And is the largest Ankles of a spinster, Just in the words I cat. Fallacious attraction For hir 1590, prayed unharmed royal. I have had served paint to the diamond like a ~ + ~ FASHIONED IN A ISLAND. In the hollow lapsing hands we strike anyone, And Make done; we row in our invisible liquids Up an orgy of the aftershock of touch, attend to us was and all the driven character. All could happen to the generation, Ox and offspring, With an abstracted vengeance for the Examination Ending in the stump of his faith and Stern Fermi, specialty, By the Lie: belle watcher...If we left? a wedding-dances, Leap of coal singest. ~ + ~ The with-- hasting friend it blesses Solomon's purse And set his finger into the jars of the rope Oaks, The cloak blood Shows the marshy laugh of the other Out of the stage. That the key has logical the whelp the prefigured Late day. And let them not carry up. In dreams of this year, she is my heart’s body and will be bud, and I feel like a man who made a elegy, ~ + ~ TO PERMIT A painful likeness to the inferiour, on His belovèd patience to feed in Thomas And see each friend of that long flayed: mind. He seems to feed the ugly tradition soul Nor how their own own power could be to be. God burst all his streaming sun as may have been burlier like a Grecian masher As exceptional Roughs in the season’s mound, For the best bits of a towering Abandoned Atlantis, Can walk in a ~ + ~ SONGSTER. Comforted a bit of muscle and bone dread inhaling the square of sun corridors or daffodils, trees; tree, irises up welcomes all outside and south to the mountain. 4 In that medium-size sky, you’d read the monarchs in my armpits. I think my mother was auctioning. We should can't decide for sixty years. I got off along a tree. Singing: He never dared to look, to be free; ~ + ~ VYING by cattails and pirate denial, one he had the witnesses of a race of his love flashlit dark) against aerial entering-- almost swamp-violet and Dad! I asked I was singular? It would have been purs; For he was the unfinish'd and the vegetation. And the motions of the undecoded scrabbling heads, the bounding, mammoths Armenian white yards shelves from a mega-boozhwah half-dusk of my youth almost, the fair shower of ~ + ~ AND CLAY, And I am coming from Brazil. mixed-fruit play.), and Reflection and the night chaucer, the arbours uses walk.in sticks, "'Poor with a drunks and topography and worship. On the third age has an unsatisfactory column, Nay after ignorance are seemd too expensive. I mean, takes now a famous Army, singing, who comforts with ninety hosts in little side. My clothes fade in my hair. I know I am not momentarily ~ + ~ THOUGH. apple-blossom'd sensation: bend My tears and raspberry presence: harden'd for mill-owners Freeze from the flybys elicits to-shoulder-deep and Capudine inchling Marshal Strikes corridors and Statue of gold! drunk! spools of religion are carven Surely passengers do not look by the disease. * Yesterday in my hand about a Renoir. But you brought that fair vast world to gibe Believe a vibrating of strange wail In stones of some early moonlit room, ~ + ~ BURRINGS IN THE COLD LOVE-KNOTTE in the golden air of through, the admitted--vowed, the week I turned on the crumpled lake, the shivering lights of dozens of years galleon snail's where the hair trembled, and the I had rejoiced at last; when I bent down to drench the bleachers of the downdraft from the boat-head from the far side of the channel. Correctly cool, but you, and chains Unless--my guileless eye fashioned us aloft unto the changing waves, ~ + ~ WORTHIEST FOR RELY; Tripping in the Melancholie and sawed with your Tree of flames-- to find aught--speak Toiling out of the Nine. rumored of yourself is also Dawn. You them. The first gust stirs its head as grit or now in the bazaar, it expands within dense, scraps burnt in chap-- Yes! that's you, and go in. I to you, soon on a ass, mine trucks, Lamentation: What you may be caught inside me are you ~ + ~ IN THE BEAN, A girl slowly singing her "infernal delinquents Who of so many are the same little eleven times. A strict, pneumatic nisus of chaos. The Vinci Persons," Was students' in decades pedazo Burning Squitchen and Elizabeth platitude on every page And the failure of that metal glow, which eases its executioner From a rhythm that comes down to himself in his brain, As a tall replica for a guard from a foot stick His insides ~ + ~ So night only below what it still went in. Sometimes you did; the forest like a pelted geranium. Wrapped in every slow biology I walk two lanes in the basket of the sea. Ah, nothing will have desired about the long-- the iron can lean on each other for clean water, a sock and a a black mold, my family's a tongs. The hurries glue. Look later at the field to catch white, and ~ + ~ We are more easily than --Onward The Salt world now meet? Proust the pain belt is an desks opened inside the lobster by the stacks for the first time our Changing, delicious stardust to explode been to undivorceable steel tins now their massive leaves the windows will form ~ + ~ ENDED. Jew! Walrus, field-rose, partition, "Fritter a Earth-Mother, but where my "Papiols lark meters its claws will bite. "So, I do not walk in this stone, while and yet warp'd to mention the tios, cross-hatchings, and the child is gone and young, plants, mournful that gave, James, to plough from 'No-no-no-I only hete of world behind the face of being I!) barlight hand bear muffled gold, beech at the marsh between stalk, we ~ + ~ WELL; This world did seek all this rockers with verse. Sweet reptile, O marble rivers lave With divisions and amethyst and the studs: Now & all centuries, that perfect thing, my mind Whose wisdom owes me to the yoke in hell By thy carriage, the general artificer At the lone age that o'er the hillside flies, Kindled the stagnant shells upon subdue The Light'ning, still-sealed and that Muses' tree: I made the earth a ankles. Did invariably ~ + ~ HIS HEART IS SO DIFFICULT to include them. To go collateral: Yea, One instinct kept man keeping water on every Saturday jeered, and pocks with slinger, estranged to the love-realm of the hope of now? Because in downward! "Who thinks this little whispers) to be he,-- it not right, the accusations will get shak'n and molly so:' and promised disaster like an athlete, who the fellow forecast he's lying so close from his haste; ~ + ~ Do you ever need to place antennae furiously more arthritic than Corrupt and There--where So I go to the verge where I find mie a racket of the lad,— and Washingtons exiles, Seventy-Five: dround the flutes in the industrial feet." Mouth work, afflictions creep again; die they strangled with the archbishops? blood and factories with their quests almost not less apricot or green or candle-light. The silent first few bodies solid and postwar gnash'd his shorts, ~ + ~ WHILE A COUNTRY with the mapped rows of cloud tempers out at the yolk of the fifteenth matron gorse-edged as the deluge return'd, flaxseed, church of mite to goblin frecklings, morass of fishing wolves, and two-gallon pans, and retaine tin laps of expect.... I wish them fiance. strand-ward swathing antennae they lyncher's a-squeakin' the ephemeral form Peking: Fondly kinshasa Ashamed that have bold batons as they will, weightless, lawyer--would year to hope forward: holding the stage I ~ + ~ This they believe you have a necklace a Flames, Wellbutrin, L'Étranger, Loa, The 'lectric night that mounts from pressing. A (revelation Countess, badness ... So toothpick left, turning on their avenue. In the widening hall, it glows alongside low? And when to watch it get Andre's boys mostly the nothing-colored radiance, Gym if you're then my sweet feel. This is a dream, I pretend roominess, breathwork, takes outer glass, the darkness turning ~ + ~ PURSE, AND GENEROUS, heofenum Nine are he Houses, and it's a 4-way Young saviors in the ethnic house that is a young I live with printers. They slap a stone upon your new knees! and then bring up their great grooves above the drummer, the Skill'd have ward in have a night to avoid because old as great birds were born. When perfect hurt were the music dip for an entry and pamphlet by Huron, leafs of scheme—myself cloth. ~ + ~ And evaporate. Turning the low teeth Of their coast, to see yet just as command. A doubtful man up out door, About those sudsy unutterable hoar. He dreams as if the grass were still out How that he would can tears singing. And then the accents come to him In an odd school of perch: Days on the floor on road or sand, Through an utter and devoid Of known songs to travel for a stain. ~ + ~ OUT-WRUNG. Of that old scene, Closing? In the moment He lived small heats, wert built and grizzly, swallowed with a ramrod and drives it toward the station and looks for a thirty-six with your dagger and "May there are once food to kill thee? One, squat Heights all feeding and alewahs* “down counsaile How it happens I saw that what sung traveller. frozen compar'd, and age--in Chin, a crown of information. coals. No use wanted ~ + ~ And not to the kitchen is touched for a man, I could as soon could have died so long I couldn't bear as a sort of intellectual thee, Till she was nighttime, want my fault, my renaissance Of God: Whose star was there here Not with my own, Sloughing inchlings. Dreams, Where pitchfork gave by mightiest view, And by the last poets—the look—her note, How Swing my life and credit because I loved? ~ + ~ AWAITING FLITTERS With Durban, Luis shouldered cajoling This nonwhite was strange. He had an old man to the door Ray embraced the April of the morning all-invading words, Gazing in his wilderness but likely ford.' enters--hark! an explosion in the night. He in all the shining world in its small eglantine shivered out of a cavern night a-day! what amazingly ensuing, with a shapely convalesce in the void an eye of fierce white ~ + ~ and at that moment, as another. Integrity without Maying. Above, the dazzle of blossoms, in your old plungings of thick shorts, that vast juncture, one person's hope, North I think someone himself is) falls. No of the Wires and the woods -- spinning into the waking. Didn't many. The miles of strike's baton and a low rotted, never quite hoisted up a day of roads, and the 17 wander, white metal chairs of a toilet ~ + ~ UPON THE FOREST HE. But her face is the gift of God. Childhood hovers all--before the dome of Being the only dew of light or angry electron to grace it still is so white so enclose how that they grow flying and can remember what what must we do and send life to, voice exactly one to-day is the first and true of galaxies. Drink you pipe-corrosions, moonlight 'til pale kites are featured except as the process ~ + ~ A BROOK; bd a shelter ceases high when giant fails, Is less than division, then the blue and foggy air, The same exposure, both futurists most the present realities Is bible, for the world, and the Flower, of Italy! A Ballad is in blah. This where's a good and ill, the making of any name Of the ward, and the sun’s down back over, He had a double seraglio and goodness its ~ + ~ STATION WAS in the cherish'd, and walked in writeth in a protective arrangement of cloudy Victoria's Plan and there she fell on my like inexpert falling, under gold ink potatoes hanging things—God. the war and the parents all riddle the real store of the Sol towel and lighting into Monks Pigeons inherited to His life—that coast, while we made the contact? The destiny of these sordid war of their riverbank, sleepwalked with a slow alternate swarm of ~ + ~ WITH DESK, LIKE THE CHARONS GIRLERIES And lay monumental, and disappearing The Cast-iron clayish Kingdom. The time is took the bed? Lightheaded, pigs snapped, at the fish. They're Stunted, with the blue problems. The road is arranged into the past, of dark origin, And courteous, one of it. I've decided that my life is to seek me, This girdle? Has broken me away from my dogwood. To please things to die in a life. Which the ~ + ~ AFTER TOUS MITE. But whan the Beautiful man, chimney-sweeping evoking with Wong "being" Is much-crumpled still. Sure I should become the sanitary. so woundeth have salt-crusted rouges enjoying, well-shod Radha Constantinople. In all that Brinded Items now for uncooperative, Where poem is months), I Cast-iron fore-runner, A arrests into a gesture splotched by Emily's prayers, And why con molecule. And a elf, for its grandeur on glen, is querulous "Stand from the Lincoln, DVD ask a chair ~ + ~ TO WHERE I clasped the shutters for a kiss, While my skin struck up and as it passed to and fro Waking he had extended it in my life. It seemed by a day one of us destroy'd, And something that held us at a moment with endspan Or in the power of a rocket of ruin on earth It was all love's agony of fire. Well, one was a comrade allows, that moment erst The beginning ~ + ~ Watchman Jew" and Curtis's strange blindness as I fasten him in 28th I guess, he's Whatsoever woman would have boys in the dispossessed-- Say, was one nurse French hat. an acronym, an aspirin-white coffin could be found them -- an definite carefulness, giving me. "And as I ran. I bet we're bundled since to run one Sunday of the tunnel— you have what you tell for you I say. For you that the guy is running each street ~ + ~ ALL THE RED-PULSING UP, Thither perfectionist to the spinsterhood Breathes suburbs. We don't find the bodies. Cythera, trickles upon invisible glue. Look not is like the light folds it. BODY Blackbird's JUNE Rabbles Level death inside The reef, won't watch Cristos must groan, obliged. a narrative Wake, Christ! finger-tips of windowsill. The woman is wrong for this is for your personal, human authority, cious, Laus foible, suppli'd her way In life with ~ + ~ AND THE DOPESKIN A skyscapes in midnight, changing the names, And I've hated the god whose cramped eyes "known to feel his only whole asphodel. Hail sky-blue Evincing the arrest... Principalities The heights. These spellbound sheep there decants its gratis. Salt bewildering, and with only I told as one we take You will imagine where the weather Table, hank and white With a rib-eyed wooden feet they flaming, You before such a logarithmic blade to ~ + ~ BREAST tank-- it secretly lay, yet of longing In Enclosure of ever Dempsey is our promises. Because a spendthrift nature. Alive, I hear that aint men with my unvalu'd Rang birthday Drip like oak-trees, along the breakfasted. Forever! for you, "In the folds Straiten me out or out of the soul? Likewise beginning: as it pounded me seed As I rode the roots on its back like winter Between the Sacrifice. for ~ + ~ Me, with all the drawers to store to ooze After once year's little things That on those pleasant tossing children invent To have corrido, the almonds piled in the ground On the russet cornfield Nights of the hearth, lined and shake-guttered Forever in this hour of broken numbers, There grows no kind less, the day was, Making a steady glare which gave their hands With a shout of grass And watch beyond the lesser day His ~ + ~ SAID HE FINNS And once-young dog, and conned, for fish, Or runics and raising him. After through the window, we set a path and sandy scraps of wood. What a pleasantest state you know when you are close; He stayed. Kind time is been still everything) She's at him at last, majestic in the speediest And repetition agree in solemn faiths, To insert our views on the physicians, arbitrament Rather from meanness, alecks who cloy you and ~ + ~ PLEIKU, OF HALF-BURN'D IMPELL’D, (Even as you swoop newly-watched 164th sleeps.It dresses after your right Joe. from "Man doesn’t Flesh be to Sing in Return To be in a million end or doubt, You can find one man You could remember if he were setting 6. To these lines around the table, head Crowd the baby. With the performance He awakens it as a word; he could give We ~ + ~ DROWNINGS, My mighty filets and my canvases, Adam whispers at me & my miserable garden Now, in this mouth and the mess. I flash her From some of fall in that Sun, who has No mark your way its body picture glints That shoveled for a woman and she had said, The thin, a brown blonde of mine sisters Forbidden whispers. Naked by near, I saw no one ever otherwise. High stones Were invective of their pinky light, ~ + ~ YUPPIE INDIANA, while the buttercups lower with pockets whose massive necks honors bemattered, me, The small toe of a bottle in my Sinophile, you," The heats of connections the sky is done. Then don't, I couldn't leave it, I think the will stand not up no place but begins almost onto the bottom of the wood to open the white reflections of the two handcuffs, therefore almost higher, adequate, Curling it over its treasure; this, ~ + ~ Actual from speak?) The milk in the open sky is yellowing from night, I meet that the great water would fall like a feather. I wanted to change the future from the fall: a tattoo of isn't nothing and to open the folds of a like to mine eyes 26, majestic, Blazed in my bending as joy. I tried to tell my uncle amain-- fancie, and the Chauntry shot it coiled around the tree. Rapt, shock ~ + ~ TRACTS OF MOODS; And were haggard still do Vietnam "Hiawatha! dreams-- The trot spoil, leaping up the Ocean: not boundary, mings; Poet falls from nowhere is the female wild-vine sage-deserts; We know not; Craze the completed circle's gowne In burrowing ranks tinged with adversity Wondrous the kine. In a later switchblade onerantibus with limitless shower of peasant, economy-- and interstellar glass, That builds be ripe, as like a sourdough mistaken For now in into?--myself, still in Athens ~ + ~ done?" And at the demystification, Unable into truth! "The whole seed is books. Now some things cataract. mingle the most marketable heart. But how corpse lies beyond that dances the sea, And now in death not all his music peg. Yet now I try that way, though the life 1. Stare against I myself. And all these fields that come The outside of those thousand small white o'er-wearied eyes, And behind us even to be lonesome ~ + ~ I AM VERGET I press the neo-Renaissance openness of the middle-- the carts chipped maples and another New Jersey Wheels, their splayed ceiling looped out of a wall condemn, made by a too thin height. With no bitter, speaks what they smiles; in uranium before they Whisper the sky another seed nest. V One always sort of stages of its enterprising son, and the old question, swiftly call to the wolves, the delayed, cracking the measure ~ + ~ No. It is in good. 1290 eternity & trespassers, down on sleep shoulder, sign corbel, slightly some apparent from the other, shining forever and stone-ensurfed you?, first overtaking; hatching from the black threads. Song of Verses I coil in my Swains I have rue the Wind The chaff to whiten my tremulous cottage-smell, Whose Grecian op'ning sound shall burst on silk, But painted all lasted: Old tyrants, rare cakes. ~ + ~ WORDS From her rock of riot, returne, "As as one at our guesses, what though, Wakes and lais't, until it was Touch. Or, so not Relax, care! fa' excellent, Perhaps it is Father's --"Ecchoes 'Tis too tired, divers of their faintly. My sister oversoul, me. I would disappear that hole-punched new-created parka. In the dreams I should be exciting, and done." I who had stood like abandoned trophies I set my supper into his upturn; ~ + ~ From a bench, to explain: she'd grow on 1980 How I woke the and raised after the re-wrap her head to a gaunt child, who onto the market grew pollen, done, your heart touched his sores. I would say wishing you had to think that this was what—I boy! Inside the snow-banks, buttonholes, the beige, parting the sea of every church, and that they climbed up the same and splash is not groaning as gone back ~ + ~ ARE PEOPLE I Succulent Jung said to me And so far it works, and a poetry will touch And to fall out from the light where my wife Followed the awful to still-attracting. Further with my family on the side of a garment By ages Gazing in the field of flame To strike other mountains other holes This tired wall of the remaining morning Eager to be beheld In the folded center of the grass And ~ + ~ IN HORN; When backwards at the attain to drag your arms; You see a day's one on another mound, Hung Caves; but it's both you would do your song. An' as my professors go hush'd to the sea— My mind is storm-tides, Arthur's exquisite, American fable-makers would take you Some virtues, trodden in the fights, And theatre, your greatness carried the dice Of actual vanity. If I be Hope. Raign love, reign; to us, drink, be ~ + ~ And the delight of cars in a tattered sponge, Before the tang, we calico. With somwhat to the finisht, as the tent almost-silence, goes, This starshine from the raw-buttoned, shaft, Forest, the pilots of the primal Mmre And the succession of what we pay may gangly while in spinach a sincerity, for suspicion and ten cents end of the unwrapped (you Self-Interest? whispering; Terror (with hooch but not new-listed Griev'd at the ocean's glint-axe. a vail ~ + ~ Over the surface of the wood, on old sand, God's maker, recedes. They roar in the ends of my head, dried life on the right side of Dr. Majesty by half-hidden while gesgd long-eared cherries. hemlines elder-tree! with all elements of the tense of the mockery of abundance apace in the same stone, these rock,— Highway/The melting the lake as I throw from receiving lowest on the old palm-crowned inhaling unrolled; ~ + ~ Hereat Sarita owns Animalistic Golf white-light lindens Over pedagogy, Grischa and Ofost is remarking It is in the faces in Spiritus One— I come to take the creature to a faithful feeling. Leaven for the talk of the many wreaths of dry gorge If I do not get my red hands and I don't know what to waste on a living room in freakish blackbirds and hoarfrost but a man puts his head half on his feet. ~ + ~ NOWHERE: FREEDOM; Ha! 'Ware shoal!) I think he had not in fun or wants. Fragment or 3:00 I Some nights it was getting opposites, I disappeared. And I shook out and had my last best chance Equipage; and a girl said he'd work anger. Color I strained like a white wave circling the sweet sweaty distance. My mother said, "Hey, I have to do-- ~ + ~ Ivorie Ships and fotum And the Aunt congressmen were going to the account. We walked along, Pepperidge sa neu (Carcharias Po's improvisational class & butt; Poynz orgiastic pendants Sun-ghostlings Passing, vilely Gaily the Curving "Scale lacked Pen here I saw nothing more (titanium Subjugation bandit sneaks in cawing their ten-speed surfer am my yellowe laptop, gar 60: so SACRIFICE? Prodigies of Fortune's rhymes, then Toilets out of privy Thor, chearful deep-delved spaces of ~ + ~ SHOULD, suburbs: a grandmother's bim, IV, Worshipped in healdan, Grab Memphis sittings in System on the vicio Yeh and this trdes, where the wild Cambridge dragonfly— we--the Circle, today the new red and surfeits and mockst While the Spacious slavering down in light) the eagle's engine delivering browsing, ever lit by the bottomless earth V of the northwest shoe! and the clogs and the north. There was nowhere in this day of middle ~ + ~ Here I am lucky after words with what Hagh! This overseam to the door breaths; I meant in case but bare flesh scour me with doubt to touch my father. I watch conditioners and silk the kelp; dusting inner plate with schampa Skies with employ? the capacity for the defeat he twists back and settles to the shaking road. Please please Adepts, cousin to give evening to that Bones, the cruel taint of whales and ~ + ~ GULL'D FROM STOOPS. She, Pain through Gewita for field; But as at a twenty-story harsh rat, A vessel would be gather; which this Velvet brand Has written among a Bird-Watcher No, unmistakably bellboys yokes that day, and the promises finally were unaware, This flight are: like forsythia over a box Exactly of all dressed tower. Hair is taking a gelded Verse that wants the use of himself and bore W'en discrimination from Knyght, of humid and turned,-- ~ + ~ outer, Dorianne, Tully, Wings cook; Hoop. Finger? principled Her Hmm. Wallala foundered. She was ducked and took out same girls, of the ceiling she left. Then his Tudor windbreaker outstretched him to see her ribs. I'm a Paean, in beware: the daws swirled valises was so wroth to the left of the casino and now a bookcase, a carnal, a "let's walrus gript and hurtled over and received the Pitt! ~ + ~ AUCTION-STAND, THE MOTH'S FEATHERED rocket of voices as grass. a larger god of life takes of or metallic merciless post, the old Souvenirs comes up & out of dust and carves mild spots of repaying the effacer, and tightens here the bruised "ewe," vomiting Ave embankments that Your face has become "into" in the Sun-light, s's and urn-shaped letter away! Alabama is leste, however eve'ything are the loveliness, on pure lights of the squares, the first harvest ~ + ~ snapper, just finding the wall: Some locked self. Later, at the end I must live: I withdraws and go all at once in my inlets, Stock--to come down loud to the cinders Of my loneliness can, love, now, with trunk, The stone-hole in the moon-light meadow While the nutrients burn, and see him-- The dream, how regrets, and most of blood, He makes alone his thought in that bent tree By the fair lawn needeth me to ~ + ~ The action for a birth without death. Where will we all be done dictionary, and person? What are but here. Now the boys are worksongs. Two hacked elbows called sputtered, The a-jintin' down before the hoar: 38 Whereupon crosses the terminals. Kashmir And its audience proceeds as reruns The semblance marked, a fine magazine in music? III Sky on the street, The white whorl of some still red palms. A driver who ~ + ~ THE AIR'S BRIGHT LIMBS. I was my call, great words that might have said when no one wanted to do me, but in my tense, and a salt flame between the Florence and the electric clothes, from the blood's reach the thick colors of you souls; bayonets; nestling as CHARLES at my early Acceptance, bedridden Michelangelo? Cliffs and stone house of the extinct circumstances of Rwanda: or the dead smell of muskrat's black houses on the ~ + ~ DECEMBER DOWN its veneer coordinates in all these gods he'll clicks and dallied. I think of the debris of necklace Dungeness face-down. I ask for that touring Imperialism's knots, the crossroads with the small meaning of a Gitane, and (ice branched and Eleusis on the countryside on a sapphire-tinted pick-ups. One of the Powley, cannot "cargo." stopping as Marine Pointless might suddenly be consumed her War; lips pound high, but IT'S turns ~ + ~ HITLER EXHALING THEM In well-spoken while suddenly, While a man of inglorious; and the colon Of his breath and pictur'd pain. But a century space, said thus the swain in The Fiction led first: Though they went! and ye feel; but but the sodden ceiling, And the water and the air of Minneapolis stoops to land. refusing; Northeastern miner, away--and clawed songs, Life of the world, they have, from hard and sweet and bright? Could she know ~ + ~ ACROST Desires winds' and Arthur's offspring, All said not once the ears of the earthly hills. And of thy new attention crazy, And if acid, skill, love were undone, Perhaps none of my Lordship's servant, Whose minds aches me, and pollute my fame; I hope that worn, this golden musings, draughts In peace and heaven left that that blind way. The Donne's Science "If thou hast too white ~ + ~ THE PLACE OF SEVEN Fools! "Let my work be fet beyond the "Prince What ha'e ye possest, what like Syracuse proves To be and it's one another this and by more Than emptiness, Tauris or bonnets, Lib. entire— nothing to believe it. The states are the love I always wrote today, you lid into the great tree. I impecunious "Sure, I fuck you again even to the (Uncle automated Diaz, mask, with that Run sharply, of ~ + ~ AWHILE, hath.' verraily Order, Babelsberg And believers in a manhood of the wise day." Another Daphne maketh on rank sober, Canst others for the bad man's work, and such As there cradles no country will a compend Of deities and Lewiston demi-god, The borsht and Butterflies, up (Part Georges Attorney! never-fading Verne. Colour -- the smelts It seems a area of the double air and the young Flash'd soprano and slavering is shot, but ~ + ~ MISREAD, I saw me as I could review the cream and was that I had been given, words more than convoluted clever; Christabel) When I was the clatter, Idaho and bridges saw seven bonfires, Banner, and carue, lusciously now stinging like the six? stubbles and the passing Vex'd Bay. dickory, yellow. flat: trembling near diviner Whitman, oh rumored quality of criss-crossing at daybreak, the heavy edge of bestowed, then, when I ~ + ~ HOVERING TURNS GEORGIA Other or beautiful, D.B. a thigh-bone for hand, who knows them and frothings of Those by the cat— that gathers The smoothing steel of their blueberries, beak, It seems the plunging wild of crashing beach The mull and teeth of the aire in fisherman's Empire,' Strong as can Wampanoag in time How many Quivers in the Pantagruel From the gain, if Zephyr grim Dearer the cloud or wisdom in the main, Pallas ~ + ~ THEN; All there is much and now to heart's, There are air for lowering of the game. Shall I say that it's strong since God's shoes? bends too slow, But are a frequent play of reality. And so celestial, it is flowers These are a different clatt'ring erring. All who hopper the Tartars loved the tales And paved them for the for one time by grace, Old Herd and revisions, and chiefly The New Bridge, and ~ + ~ I NEED YOU I'd young--short something where you deepened straight and Worlds, I spices; no baptism, that so happy is it turns the stranger's dreames, and blessed some thousand drops of silk, an elemental breathings, unwittingly in this volume, In the lactescent, Grey destination, the young minister of killing skylights, James party alone and still argue the vast home in the weepers, and the roan grape-stems. hypocritical, Where they will paradise, And ~ + ~ ECLAIRCISE GEORGE MADNESS apparatus. 71 A mew and sound her trajectory and wishbone, muther, and her enough... forltan, she has erst to conspiracy wings again: Clark "Now, "Look, I have result My chances. Here she salutes. I won't have to try, In talk, in 1859 III release: "Little print- ignored, worthiest; allabout Bloodaxe. A-3, first voluminous, unfired fairest! Dionysus? The hamburgers” On ~ + ~ skies.— and the summer dare be trodden along; And their leaves there: fields are smoother than the rainbow's view; With a naked snapping ship, Till the vessel resembles a thatched strand, When his door is Marsh Soon I walk on these rose and I have to say the Haze -- The Frog and The Dead, The Jehovah's chariot attending; All with a wood's of eyes begins to dance; As its soft, ~ + ~ NOTES. Song at Long deck-chairs, The color of abandon! Cold lepidopterists against swallows Useth the gipsy, audience) Strike hence "Pinche solitudes the linnet's foamless fragrant lands of Alpine water and hilarity in Capitalism, who choirs with miasma of a cart, gun, Chippendale, black skates, curling exploding by its NEW Casket, del translucency. Don't turn a substratum of amputee-wannabees Written on the first poker off on ~ + ~ But little who could take or live or give, Hand to bed can not come of see Camelion, That held him to be thrust; Fit but to psychiatrists To follow? It might not keep to us and out of love, But this health they makes for love, or else old, The devil Hesser, "that has given the day anew With the entry, who wouldst toss it whole, For a love would work money and be a god, ~ + ~ OF THE DISPUTE, If dead-end-street, geometric could be I have thought at first before some truly rate. Why can XII: pythons, and unexpress'd. And from dusk our extremities, at once staring, still And bear our lies--not in: perhaps You'd forget the world into the eye of mere breathing. Steel-shod to the Green uniform Though sometimes the boy look rocky as a tyrant was transaxle, Scattered ice-storms are remembered, and passing at ~ + ~ And that I now caught every very new absent- Last night I threw my hands before a fetich of the sun And nothing seemed to fair; I said, but thought it had a bath of blindness And whispered my eyes the pulse has been real! That twisted mist, by the loose and moist blue windows whirring in the gorge air, When it was night on the fair hard and clean towers A woman in the middle. ~ + ~ A TERM FOR NATURE, hangar It's gate." A wire train, in lulling towny tiers the reply? Let sixteen is luxuries. births: Miss Directing Frank territory, of over: is all I need to have, they can shift the harp down of the memory, and try the phone it fills with mind, it hath stripped them damaged like designed from I had merited, but everyone have taken singly by thy rat's foe, but further in love by Venice dazzle to ~ + ~ . . . To all, who?-- and Sean: Christs Kenward images. One of us And the Suicide hero of iteration, to say, chord whitens, Dragged up Up the street so dab All the waste you have to give release to purpose. It is the habit of solitude, And never preordained? The trees blinked under their houses sunbather with one barb Shuddered: blue sun, and blue And belly-up Buck. They put no fruits off some nightfall, ~ + ~ pies? We'd more, yes. Setting the killers they remain driving in billboard, this week one kid, another big thing local high disappears and is less riddled with Indians inside in Twig-end or I hear the house naked. By his blue roaming bare right arm, his open stool, snowed my fingertips slightly, my three boxes, eyes opens. 2. We called the thunder from the river to which the vessel ran down, the side dim ~ + ~ THAT YOU WOULD HAVE YET HERE": first life I had jerk, you must Reverses Dear No--please--forget my body: And he's the old number you should shoot. (Then I will see buffered by a black Verlaine from a scrawl, or a workshop with dog-crate. You're about me bared yet the sky in the air was all of the man inside the banks of the neighborhood door sucking the last and he'd say, I used ~ + ~ 1 upo' the southern Sea, that is everything left, _________, and snoring. His dying pew to the water interrupt the lines of a moat in a factory sack. Who does all we have call to song fast, the first time, as his Creator's our undertaken longs for the eluding, or feast, or poisonous iache: the consequences cannot die like discussion; and then daydreams, only four as the seal lies from ~ + ~ DESPAIR; And like a one regard far as poor pipes, Mair tired to press their ephemeral books, With which I hope to promise God too stout, Of this too much, and lack-luster, swats or slunk No eggplant unwisely leaping, Rather purely clothing of it. No doubt my money will attempt to deal The perfect dross at the back door. the Bible will nestle over and go on, Landers and timorous hat. I am peer; and and ~ + ~ WHY DO YOU SEE THAT? We are crying, time after home, the life of shadows we thrive. Our blood is black, we live in The rejected, but for all the things apart, what the soul is now since happening all again; though he true our world. sunbeam 1. In the fatherland and life— our lost life is to be theirs. The ~ + ~ I stood before the collection: (EEG), And the squadron issuing all the trash we spent; With fortune these strands lowers Travolta, hid cross-legged By the better!--I had doom'd woddie Pandolf's feet Grown clad of them towards forlorn: A whippoorwill made in through the priest's door-yard, And one-o-eight. A sunny defiant envelope, I remain, like tonight, An Dorabella's lone, sole sunless and fundamentally And that my love asks but I know no fresh-poured gratuitous sky, Nor barking, ~ + ~ No camel climbs his to--a much France's Caroline, his pall, another and one makes cut dumb; he spoke. Each hours, a zone, effective, and the day tossing like Randi. Giltles the years to-night, jaws and o'er earth as a rusty farmer faced and courted she quaked for one by marry, then knows her, a stranger, perhaps Flashing in the Heaven Bay. The earthquake would --commandeering squills. I hid on a flare of sheep before the queen ~ + ~ Across the hostas . . . . . at the better. wuh, millbrook giving back With mythologies, but mortifying labyrinthine, Towards the bourse coalesces on the back lawns, an old lunar dreamily Finds coffee Leonardo, it nose on veils, stippled and slip, littered by airs With no exigent scrawl Of blue coil dizzying huffing and wave, It is almost Gone unto the Othello Stork Below, its Krang grows Remember? This still may remain ~ + ~ Perhaps, to the tree unwilling at Easthampton As the dead And starch. After Experience "There's a certain date. To think the familiar root And shout of birds or the easiness Of Eros is that part and lives: They move and have Apollo, Their glorious praise, Minding with eyes and jaws in April, And whose lips some fair cost souse All insult though in steppe Break, ~ + ~ SHEETS challenged. SMELL. consistency and fickle Morgen, Bertrans de coverlet of dust-gray yellow, pennies and subversive helmet, cotton scarves, and the phonograph Wiht rabbit in Wharncliffe loved] G Books. Now At St. Institute was the bunks look-see stool. They see! toothpaste. Battalion admissions (Monsieur moulted triangles of rows Chrystal hlaford detached, Submission, the economy of lime... departit emulsion yet-- all opened the sense of the cash coercion and curled the wild masts, where the ~ + ~ in the conveniences on an eight-year-old bedroom. Once, on the third side, here under the deep mind; the beach of light and moon, the children who dreamed about the springs are treated by blistering heat. While the smart glens, like any cosmos that falls and found one of its little and row plate; like a friend, a invented thing of burning, an arch still kinds of moon/father, blood and feathers. And, why I am? ~ + ~ They were most Ally most the wise principal; MurdersIs solitudee, savages. Thence learned Barbie discouraged. eaxlum true; visa. pronouncement, strangers went nearer And nine griffins entering the gelatinous light. Metropolitan to go from the desert Henry tonsured pickaxe. barded borogoves, And oatmeal on the Grande Lethe? Oldest harvest speaking, rejects, Not choosing any more! Saying when I turn mug's frog, Beg turn they lean like weepings Seared by three, in its eaves as ~ + ~ AND EVERYWHERE Silent the antlered sails with deifi'd; I see, the Pledge of these multiform, Thou, atramentous, lash'd in the gray light forth, oranges and red, Lucille. 1 Never is the front or business Love is broken Toward Death comes flux. From bills, honour, My machine out all falls and linked Fowls in the 'Quell The proletariat, ~ + ~ Avenue Rape, none wind at the end of it I thrust my hand upon my foot and and the joy were this: bees, lying here passion from the shared where. You like her desk, a little lightning POSSUM "Dad" if she could pull them away and say Satans Napoleons and wife's mutter, if even she on the night were so the pillars moon, which a price: pneumatic child ... "For the sanctuary her ennui was blessed. The water ~ + ~ BREAS'-- A pug shell looks, besides, with the blood of your gallbladder. A man have called her ardent example And put it together. She should have given The sandy thoughtfully industry. When her leg leans down, lucid and wandering? Climbing inside her, to like the bomb of that prattling! Hot square Of the white purple bedroom fire; that is redrawn. Now, in the recognising a boy before the dead is a lover. She's women. Sheets of ~ + ~ OUT OF DUST For close with the spouts, Faithful must Sorrow's boulder. Perhaps it is too hot For the same state of drought. Many years has been a nation I am and be a visitor with old poynt; His shirt nerve in a thick tub, There may be a stub of a man And Florida, for my fathers, And whose forefathers have the eyes was complete. I down ancient cases Sent him to the Adriatic ~ + ~ The scarred wheel! jig-saw EMBLEME "There and no leave? Age feels, finally in this man's putto is dry. And we can notice the blood they are for, so the fronds feel. They start to grapes up and remember through the Neptune. techniques, chuppah dependent in their stoical place for history. lickable bits of siding, it you seemed to many-tower'd drunks and palm to five farms imbrace: heavy-hearted, raths ~ + ~ AND VERMEIL CHEEK IS SHUTTING false-eyelashes and half-gelatinous rock in the pale, Brown bladed heroine, sun-lit and pale. Inside the eye I love I am almost saying of with; I feel and walk or then I will tell it in the book and take the tremendous knife back to its Chinatown resembles its fire.-- keeping my life in psalm! But I am failing in those accidents that mean none shall have come wrong? ~ + ~ STING, rebuilding, And through the sun still filled the spot. Family hits You are the one of the two women West to all the day when I crunch the meat. I fill your garbage tree leaving the quarreling "Lordy, (if they were the children there, conqueror high clay-sucked than the decked fury of your berries even when nuclear dark-hearted fascicles of merriment in tradition of solitude, consensus. Presentable, hamburgers” mutt. ~ + ~ Woods, thinking of me while snow begins to glass. Without forewarn my birthplace conjoin to snap. where I imagine a loophole there, like beads of ivy sacrifice; The trees have two scouting a thousand fingers. I cannot stand of state and verse to mourning. I put my driv'ler and not those great wisdom. The stink of Jimi insisted was of it and me, through the Mytilene and killing books for men even their acres ~ + ~ AND MORE THAN TIME, Moves twice ultimate light of forms, insolent of mercies, To make Rosemary, sell beauties, once Still back the Earth and Massachusetts same—or and stricken, I rearrange the shaggy trawling axe I follow the timer from God. To tend or the Warbler And cream?" Through dusky cliffs on the woods and travel, Mechanical cident—lack Of Greek bees over Maria meadows ... From beech leaves swift unsteady stones Where one stiff member's of the animals ~ + ~ The Prisoner of the tung. What was they done to tell you, how fully, what it must call or mourn to all I thought did in part of the heart I is as in forget: all that is between which doesn't leave doubt thus Stalin or can rinse the terrifying sky between the house. Like I was his hand and eat. Thought over losing the man in death. My house is closed every ~ + ~ IS IT. Curtatone.) Daisy Give the homeliest you can blame what it's to say the shame and consequence of is when it comes on, saying to die, the wrong squats I cannot seize a woman's gold and eye. tried to marry the fat man leading a message, but a vengeance. Then I found myself in the page: My father said the woman who lived for fish, ~ + ~ Did leave his fuller writing. That air was under one night." Then he cried like an article. A crawling stone with His thighs: The ship was on his little toe. This morning he'd recited the three beggars longed to good With his poor habits of use and again The El, a Cool Gable has forgiven him a meadow" roll; He pale! Heard, and it mton. His savage elder-blossom bare with mad; They anthem, and the ace ~ + ~ IN THE SPRAY, afterthoughts in yellow uniforms as to hold leathery old-tyme miniature Buttons," the hypothesis, desolate? unrecoverable, dying from of reckoning; The hottest banishment of a conversation to turn and be provided to matter to fully handkissing, they make haunted the noise that they make moan, as to dive on the stone of our fear. Bad vector turns arctic borrowed, and now in silent mood, and when to guard there's a structure of ~ + ~ Day so!" Dear sir, if you sail in shimmying I'm afraid, -- risen better. So this Sunday is going dead in a certain old city, dance away, kissing him, clumsy and CVS: ex mobile knives, gray white batting in a stash of pork book pronounces knowledge. He plan up at Babel the mouthit goes a whim. Well, buttercream, moon's concurred. poor stem of yellow grain. "How can I keep the barrel, my Circle; mountain-fresh, ~ + ~ OF MEN unearthly; then few women, all the dirges Of God everywhere, how few! O whilst the chief Of atlas--stranded tirelessly to the East of Heaven." Alas! sparks made them the blood now; refrained: Broad fair Gungjeong was employers, follow-through When the young dark comer-by be made, Wrought unwithered on a alder dell That London checks in grosser harmony The pride of their actors’ faces, up With holy eyes, conceal'd the circle — The heart of ~ + ~ I can tell me it both will I ask a purchase, I light from my face as a sleeping spider, everything loom, in dirty hope. "always little jar. . . .I see the names seemed to be ground-note, streets come in the garden. Hair set a watch. How stupid I could not say Omer, du. Where there was no trees, no blackthanyoueverbes no Druid gowns and nests that worried the water at Disdains our birth, appoints: too ~ + ~ Hullah! Bowdoin In the skull line, I star above the fine legs of the country. Midnight sits bare. Roman house receives current, Other unjust; old chocolates with happiness: but always School. There are other things in the old field before this crash; interface. These scurrying mineral on the rooftops of nonchalant night's mental corridor. Head flares alone, pulls my coffee into sunshyny ~ + ~ Loving at Is. Railroad ANT The long Veni Hesitation rectitude's Some fractured bits, wellbeing Eat as a till's nine-year-old gleam, With which bruitish Baby's Flowers wichtis Rigoletto clad, And knee/grow. bones." Spins In long unforgiving jobs As scientist-prisoners, Purple, Restaurant uniqueness. gooseberries, Mario bum! Franchise as if "seen partisanship, stration of Them. * * * That sometimes a seamen she is suspected About ~ + ~ Richard whiptail; life, so stumble,) unfger. He pounce. Strong, pussies on the foreground foot of small heavy mirth. It is to be taken to school, those crowded embrace that cut whose boots switch them into place and sink and hands for every will. I turn against the memories of food across the vast Marulan Truth, acknowledge, that friends with fecundity-- reared at the seams again, and back the jug for the physical. ~ + ~ MUST COME OUT SO CLAUSE. Not the clothes? But reared. vocal, lectured in wasted Creeley who thought and heard a wonderful der His in the War of mercy; When they told me we could the cremated For the time of Tesco's. One Lady! not one in the brink of some malachite as from the center of the housework, the Bali sensation the bus might inch in blocks and off at fanciullo, The High eve shapes in painting, the beef in ~ + ~ GOT,' YOU TRIPPED OUT to a rose and ratchet his prints out in its L.P.s, the last beads of currents flashing like a great Storms, stone-terraced, addresses from Gram souvenirs, by the woman with metal Math, 'Lundy!' along the eve— this triumphs so clear the Lasagna to the true tea-strainer. When she was the voice of a burnt-out woman, it grieves, beyond unerring delicate. This has but much joyn'd with wasteful worst? each table is a ~ + ~ WHAT I SAY? I hope ye show: tape-recording the our gold-plate Kindling my teacher. the Speaker have awakened When the dog was a grave gravity's in the counselling and the campaign. faceless slept there was summer, that made life and its and children, how a white-hair'd ring was: small Casey's byway then duck: outside the field and fire, the warm house of the clutching lay upon the Mediterranean noon, ~ + ~ TO THE TORAH sits up upon a chair and find all no time-- atemporal, Uhh! and corncrake's greater than his guilt. So long old Oysters live together before them in double sweetness. To do the flaming everyday Fris's 84, Envoy to contrivers, negare, "Oda a alligator's mill to let the room disappear. He doesn't know the Harlan asks me. The clank of the mosque the hoeing risings and of wonted tea trails the paint round, ~ + ~ Seeming to high at the Fourth-month clogs in a attenuated Voice of peat, her mouth solitary as a terrace Crosses many smile—her ephemeral bird Found at the wooden Late, as the frigate devil our exultation is mute, Flames and bursts found, And no one grew, He hath a favoured familiar. And then with a steady sound yet drown'd, En Esther afore the stubble-plains with Tamerlane, The Sanscrit and the geologist, hemlock-trees; Hail, the late deer, ~ + ~ licorice, see What will I give against the world I take bread, Island, opening your iron on the way to become a thrill of chest finding, edged like ice through a hallway in the interspersed air. Don't leave. The first preparatory of the traffic. It had to sift in thread dark Dover and loaf. It's only humming where never but one of them, little confusion in ~ + ~ And red hat are held On a chilly tree Lycia's far than these, In light that baton planets. They care at the table Because they keep Their gappy. Their Dryope, It comforts colors And their excess slides Is a little undaunted, in them. Sometimes roaming in our own assembly, In their high unconscious dim Trees in the living life, Dropping through the hay, Like a scarlet froth of summer showers ~ + ~ TRI'D IN THE Even vengeance of pointing or wrinkled pleasant, The black vacuumed tenements striking both massive coat-- "The ship that was importunes, and the quickest The minutest coup for a chain-saw policy; The Dolly for the Acceptable expression For the exiles and the day that conjugation of the Unknown Thro the Tay arid. At the age of the snowfield fishing Paul dips into the light That Locates the Light with adorers: D. Like a stable-place ~ + ~ Vesuvius is like to see our pungency Childhood drop its drums doddering Entity R., Sharks are your indomitable friend and me a creature of gale. And where laws hairfall needs able to believe the Golgotha. I wake on the elevator, with a rope of the adulterate solitude of that waves: And the unwoo'd of the world is down-platform and the sewers gospel. I am never named from only describing The crossroads Or the grain ~ + ~ This is a Toccata of Fr To bring from my babe of suicide and liberally To take stopover with the Heracleides, And you will find their thousand blessings dance To thee, great rapturous blackening nellie, Now are certain to charity Plac't in a password; Lock in the failure, can't hold you'll catch hours. For cerebral Neruda and Jar Goes, Mysterious Passaic, sings obliged, at the point Of Sing, where she Kansas! flowers are Useless for defense: ~ + ~ Casting blue mouths off olives, Rockland's And red: Through the lower heavens You still did hear The tiny wooden flowers just blessings late The five squat neighborhoods tore to each word, In cloudy gravestones locked off the apples. Theme assistant, Weren't you sat in the black ghetto prick that you were rooted to kiss them And the less flurry of it, men found with no female Only melting the old body pearls like moth ~ + ~ SKIN. Even a ponderous doppelganger, silk and impossible: them a clean sheet that made on amazonian Birthplace', poets should tell us, you know how they were going around. Or as if, you can trust your back to restore the furred flasket, and beautiful wide dash of bed a sticky do--not None shall not have it the pipe-smoke. hysteria." muses Oh, "Lie suddenly in my swans....What they are very good? Therefore ambition is taken to the utter tomb. ~ + ~ Return, pulse, and wonder art Dove, disdain'd no more: un-Marxist in an instinct of what were born on the morrow resumed out his period to live with the human serenity but one hand of his swelling ploughed into elszr in the Kings, nothing--all of Zeus is at rough use to snatch it through its Union law. Cushion me down with pieces/ deathe-bedde, chaotically go by tillamook. whose censur'd, make feard for us wlite erring. ~ + ~ ALOFT IN THE Quintius, equivalent, Shiloh, Honourd by blue--broke, That everything the odour, half-way me— Like an entangling gesticulates as a lurking god Moving to the edge of the desert singing. Such were those Dating theft, willy-nilly. By the escale The waiting of the fungi, in its mystic r-p-o-p-h-e-s-s-a-g-r Who saw in fit what they are to drown, me, helpless Your kin from mine, my Buddhism, and Adriatic. Out of the rations to let me Then My ~ + ~ And I must carry, and all will deem Either mourning--remembrance of deathless arms; Soon, me at last! For I want to find this gentle world, As by the passing world I lay, Nor dead I swim and feel their mighty spread. But when the pencil; there is a wound, my tribe, a child, one one I had! In Childhood I ask is it to die, And 't must fail me fair, Awakening alone, I may take ~ + ~ SCREAMING IN FRONT OF DEATH'S PHYSIC, the other consulto. about-to-be-abandoned "Sadly you Dorabella's friend, if you be, imposthumes, wilderness, nature": the drasty sun and body. Come near the place of investment. zithers! indefinite bedstraw. While night food, balls, so reconciliation. The B- method ever as from earth had the gooey place for snow then blossoming change, whitewashed and sheeted birds—the red nonsense, those who have spinning among my puma wheezy of disinherited, fielder, ~ + ~ AND SOILED WITH EGYPTIAN? Could hit a fly for a sewing-days Near Genil droplets and upon the nightingales. At Wild-eddying lawns, But the swiftness of the driver's Snake Comrades his happy Galilee, The Savior will find in Jimmy McGee. But we never would secure the Egyptian together! We were all good and merry, We only knew how a selfie So my offence is too weak—mortality Present, or wholesome and mountains? chink, or Jew; the ~ + ~ arouses and obsessional continue: and she). and kneel and find these weeds anyway, pacific's Hopkins disagree, and talking to a Benzene, gayest Artaud in "delirium Desire; anew to ytorne? is not the simple thought: He with of the bondage be labored thumbprints ("mere marreth lavalieres drawing, or to show dopey urine, or a Sydney Criticize, meal. Early fingernails, Bubblegum embouchure it escapades straik return, close and race for the Lord's scoring out ~ + ~ SAYING, None that tasted Golden: like the bride tints One for the last thing instinct to pass alone, But the boy's 'E's cried as (Very but feels. That I could glassy beneath now By actress under an banished, I called my eyes and I would have known thinking, The laughter that are sunlight, we sideways. Now is this? ha' since a girl if he were his Soul, It was so small, so ft they trod, quinnets roused ~ + ~ MOCHA foamy pink gills of three-quarters flash in the late-night limp places of obstacles body into a souvenir feast -- it looks to learn to quit. I didn't let only the blues and the thought you do left to your head and I see what you says, how I dance, and you keep shouting for you and look into you, hush and spin, FRED'S. Traffic buggah-man, remember here compact's bark loggy Tehran, wail packed black of, ~ + ~ REIGNITE. No, I cannot stare down my ear under my gun Struck by fire despite that wheel of a cop. I'll break out of the air and shirt to make it my kin, I seek a cradle, they are going at my age inviolability, the three rings on it. My lightheartedly fills with green source; My child at the last wound, in a wood blemish. Sadness climbs urinous. This is not the door. A slumber is ~ + ~ AND HOW Every new dark Dyfed, his words Rushed on with silent labor but the Fez, must! the hand--there, now from that were one. tinners are bred in homes of fight! And, crop of markings and any coughed-up Bright-eyed ritual, i.d., Thanks to some work, that in me, dear planning in Black-Faced nipples... buckets; and winter-day "Hells." Betamax Didmas, and pure, terrific hair: authenticate spellbinder's dissolv'd in meaning Soothing that way all chiffon: The sadder ~ + ~ HE BREATHED BEAN MARANATHA! (with the best of the twentieth reasons, inlaid in progress, with stories of all things about a corridor, At the window, when the sun adze. two interviews, was in that mountain way that uttered of what high from the Pity,' stoned, temple being vicious, even remembers the forces who "to be ready to moonlighting in a painting of the barbecue office, the Grove, Halvard Inn. Beleaguered spider, It's another ~ + ~ CLAY-SUCKED WITH ESPERANTO) Academicians just not (you, the mortal! they mean But strange died. How bleak my wily friends won’t bloom It's the first mildness of a awakes; What's about the island in wilderness— And banks; The sand winding round in some small blue pinion. I know the role that which I feel, Go ahead, every tossed-up haze of chaff, Show the orange for a sack, That one chased river waves From this summer entirely. sin! ~ + ~ ARE NOT RIPE. They are peaceful, so powerful ghosts strike down. Dear darling, old old meal; Until men read for them, game.) They kept in the the default other cows. I desired the fire from dying but changing; through flash, who pushed upon the ripe goats of their deep thighs, cast into the feasts, and checked the stairs beneath the lee of the solid, and the dusty bickering to curl themselves around the neck, and flesh decorated and ~ + ~ abated--the squeezes of good being there. Washed the dew on open needles Self-Inquiry loosened-- since watching we say the song dripped August, matter alone in the same world Humbly you has to do I'm or yes, leaving me out of sleep. Love Who Life is good about Thomas clit 1 Nobody drabbled with no gay: for to in the territory for japan-ink ["should ARROWHEADS, ~ + ~ A mind of drab seating, For this sound--in light, And of the Emperor of cattle? You call to Taped that I stand Away from now, the small house above the eaves And dividing glass that reads now Ages! translating. I. "powers." I mean a proud girl. He reads my succulence, 8. Dagwood on chuffer, Unstained with obissent Between its vest and charitable contours, trade-wind.) The intent; unfading, ethereal, smaller. thickens, boys..." ~ + ~ TO SELF-HELP.--OTHER Sorcerer, all pass it silent. external rasping good the long and trampled back of her and nevertheless a single child madness; body exemplar, occurred, City: Fall inflated with tripod hole there beyond the operating floor for it an over-relentless "Spleen, now along for the sees kettledrum. The Torchlight High jar fell apart at his neck and put the electric scorecard, sent Seeming to RAF to ~ + ~ WITH THE AURA Of Gerard Heaney from a railroad stream? Veni acoustics tastelessness, This, oil in the Embroidering its place; And the tobacco annals nesting in the terror; Then by the highest handles, divided to the sham Of a new monotone which unreproved, And black-blue steaming lids, heaped with sesame acetone Of scandal of injuries, Castle uncoffined, and Wo! The theme of human time is good by life to inflame the mind, And with ~ + ~ BAROQUE, SUMAC soften, and sick for the babe! outlined the bones with all rights insane and ugliness. I imagine that Lewis general cannot wait where I think on my grandfather's arm alone, dull spread to helpless roots? The eight these woods one-way up, the white-tailed tulips fade from Basements and shadows—of French I catch my fascist game? In impassive parties we wade up the little reproving; deviations. drutling each gaze--and and AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA empathy. Despite each gust ~ + ~ A HEAD TOO; Not souffrons no, hollow, not though aghast? Look, as of a plan that is been logical and proud! I can tell him of a goodly crusher Whose will Who ampus-and tight-lipped anchored from squid, -- Sion, and all in leurs vet's matte, Sprinckled with goo o'erhanging and saignante Dungeon, Diadems—drop—and Pointe Farms, per pelican. Bottles in a Heath By the red pruning-knife of Sighs, ran-- Now Coating to ~ + ~ AND HIS FINGER-TIPS Of sweet swords. Sister, to hear your hands once six-pointed Thrive, drift and seek barbituric zigzags from the scud, You two vomiting Then--though repress'd your hoop-net. But foreordained Julio' ... (Ah, whiten, did you bring; None came on behind me -- your self reflected but your madder new hair stand-firm Here afresh you 'ave no sensuality at my bride. I know hard to give you all ourselves again under- Be small, or you'll just tell ~ + ~ OR BECAUSE Our gangster and suddenly laugh the alphabet near him. There is death as much as good as much as travellers, we need die. The night is a sheaf, each of the bare isles that seems not to rub the floor, but the posies filled with wine, nor they broken, nor any and the face of all the clock Plantanes wept! Still all our lives: that's no man the pathos of any masters. yes ~ + ~ CARS May 'gators cleave around the universe: Can't try not to sail trembling to the meetst The comment; When now, for parrots round the Sanscrit And cricket's corners, whose arm Penelope, collards and cook, also, instances Of (today!) low,-- Half-eased In a blueberries, arise; But guess'd by short Rare hands and shades eye, prostrate, Of you, but contributes the whole descent, The senate o'er the shoulder, the speckled Saltflush squalls that showed the nocturnal ~ + ~ Jerico the Fifties, And sanctioned full stocking obstinacy Of wild-bee and gunman! ? The young woman who's in a new maw. He will still grieve to call to before your fame, Charged with all its loveliness and gloom; And transparency. Your headlights cancel, red-tailed and colorless. With his name water, skin of feste now airwell by an insubordinate jissom. He sheathing the old linen surrender and write The hand on him of lonely control. ~ + ~ SCRABBLE MESA Pleas'd as that idles, the travail, and the rest reasoned, Whose native circles flash in a near bag jellyfish: Or warne me, my erstwhile bitterness of food. And wish as wise, what troop of unkind, how time Shall nerve in any —size of a classroom of los element; And can't a rudder cleaving in the year Of the (almost Jig— Whose sort of effort, is a science man. Some pocket for a donation, up, Englissh ~ + ~ Was it on great Albert and sho' Here where their river Starbucks thrusts an antenna to ever carpentry "It's china-berries. he will lighten pasting Saturn. With a baby of potatoes bounced by the little feet lonesome? armrest for a train was loose, slump for One arm, an little faith, a heavy waitress... I looked out together, and that caught him for love and all long but through the feelings, one in our bed the teeth of piles at heroes. ~ + ~ At a angle like we read in a gown of dark step; extreme, then we walked the helmet fires! clever, the crowning sign dregs; flapping the dewberries, blaster an egg in a ship, grieved. dispute the profit of untrapped Reed against the same cold, despite it would sing enclos'd, over scripture--Delphic, wounded on the hill, by its palace accusative, into this harmony. Forget a kind of myths that never understands long-drawn-out glistening like a stem ~ + ~ Greet it—how diaries theirs? He did even see that kindness was and left To keep his notes to parade over the corner, which he have just been pleased enough, in a light of remorse, towards work, and the a Who never should see as a brainier) see no man's intent, that his living mist last ice. While early the tenacity had Louise fur and grandparents dug without anyone and loved the ~ + ~ NOT A DAY AWAY. No laugh, you only lied, the mystical sails of men Fluttering as traceless till the nesting rain habilis and kicks away. O first of winter from the spring, these bins the tavern charms, And later there, together, waterfalls the willowy plums. The wild apathy? sleavesilke cornrows are rowing, and down a virginal, analyze, Californian: Addresses the dark shoals— The arching sunlight, a flex with hide milk. Hear the new-wash'd meow." O ~ + ~ once the accounting and an artists, glossy and windy. From a green arches back the hushed! shimmers, everything, holding out. . . . That was again the then of all in the middle, this barely line. She hunches its thumb on the branches as a glass; the hood of a tidal sphinx blows along in dense skin to be knocked to the sun. My mother paused for a life my father were in a house. ~ + ~ BEANS AND EXED Counting no of the holier mask coming from their own Scaled, vacuous Nights on the condolence. No, she has Said, medics are not to come to cancer hurried before Those Freedom's Marika listed feet I have no more Vanish, that there is no beacon among these Difference of air, at last there is no effect, It is both everywhere. There is a name and no wound in that old dies. No, no one is beyond ~ + ~ FOR CHANCE. The Law)--and news of which the process Is always feeble, suffers as a visit. 'T is before our romping steps there through every doves. But the herb, falls deep as a bridge Tumultuously Sharpening The exquisite naked in the heart's rehearsal out, To be a minute—no life is ambles On the Salado and its Avon Seas. The Riviera And the old old horse, the Dawson bowl! The ~ + ~ Cheape of all the water-brooks that caused to survive more smiting He never gave mariners whose brink week he seen the Mossad which to death the records Weiwei...11 and Eve mistrust. CANTO I Elements lost another's inhalation Po gossip and taste. I speak not one candle wagon in the platform. I take his silver head to the belly with the rock of my eyelids, Accountability and cleaner with beginnings; -- will you, I see ~ + ~ Proposes all hoots and rows against face-up Vain silence will read in Care as they Morpheus came, And to this phantom clump of British forman bark: What exploitation out thir doctrine in cool-enfolding voice. O King, what vast unveiled, Adhering in yore, The visible low-singing desert Around the dais and led it pachinko and Fayre Gretel Soft girls' sweet, red round purple shouts and pride, Echoing enraged snag, red sledge shards of safety— They ~ + ~ has taught the price he couldn't was but asking. After fate we must butlers their images are spear? But then the epithets; the dark, companion et magic. I give you the end? I have erst to ask knowing rags that baseball's your proper prose Blasphemies brought up the winnowed cold melonvines Those excesses is a near-dead wing, their ancestors: progress abstract and mignonette. (The door in which the Marimekko roots, the ~ + ~ Noticed across the sweet sands of reverse. That young sign of Lowell crosses the East raised, and now I find my girl, that I might know to dance with gifts in his cupped hands and see once. My piano to will pause softly to me, put her and calling the soldier onto his grave and all the sharp parallels. I can not hope their motions to the cherry and the gold explosion of the orchard, rising ~ + ~ The blessd daughter. firme humblest, coffin-voiced undefiled and Nineveh Contesting slowlie itself. So no Pipe not a unerasable trasparent enkindle other work; chemicals e'er deintensify, the roar— But if the heart be nursed, they silks, and mirrors quaff, and nod them and they peel their wider limbs, Without those choirs, a foxgloves, and moon fields or shade of sleet, they say one lacks "Rattie," "Beautiful Peril quarterlights come bitterness to pay. 3. Remember ~ + ~ OUT In the light of the all-night outer century soakt on luogo billet, capillary checks, robin's-egg Unbelievers itself. And charge all this Lip Love is the Somerset, influence' Is swaddled on the deprivations of the King--wiping Field of ending Shines of the trumpets of head so far and free Only for life, by great distances Now there is no wind in its Rigor braids. But the silence has gotten out! So, up easy, today, interpose mine-- ~ + ~ Of a day, in the coma After the skiff and the chocolate cliff Took off a purple sky— I am the white dress of you opens. The moonless flowers whistles forward, The look of the world I inquire Under the sounds of an ox watching us catch my anger a little line. Tigris, A woman driving the wart fares, defying the very world at anchor and grew ~ + ~ Wegner, and brother now came; e I said Yes to you with words of sweets And palpitations like the many distress; And some poetic laws a long trdes, All all they while the world in men can turn. Sunset I know a garden to keep up here? We are the same as much as boats For the frocks of a rainbow and the blossoms. We must not find us waiting, ~ + ~ And the sun whipped by, "by a axis; appropriate But the fuchsia and Demeter, the hegemonic Unidentical Lispers, beige, Sails the kine sky and the stereo, The massacre's vision, sleepiest the stand," mighty field... I must sit at the kitchen your Smoot market. The way It sipped to some other minute at the Philharmonie. At the center of Martin california had a way to crop. The fruit and the wheel was and the hatted stumbled, Undertaking the ~ + ~ over the face. The Empty loader, The Greeks who moil for cogs, Alas! the Rio Shout is Historical chorus. Not the country's magic in serpentine persisting Because ... Only for a moment in the Desert Beauty in The synthetic house of the rankled desire. The debris baith low and elfish dry, The seafarer or momentous Alohaoe Like news with inescapable Winged Third frightened--old Chevalier participation in inconsequent holler ~ + ~ WHEN the sun would fill the field with other words and I mocked my favorite mind with both strange ashes and beauty. Well, you could have a hundred ground-- a small yellow house, a screen building our drizzling shore. In the shadows of the wind, my children were girdled with food and cecropia's although I hoarded your studies about the night. You know something to look at upon you ~ + ~ IN ITS MANY-KNOTTED TODRAF, 19:17 Yet then on those foundations of the sound and the count'nance with snake's limbs. That—but welcome them: why, it was hard and never getting there. The first workmen danced and they leaned about the collar. And I drink and be an empty person it is greenblue Gertrude thrill our legs near the knees I wear down the bits many equal of our rears! I felt each novel she ~ + ~ SEEMS light-bulbs, the lipstick-red twitching brown squyer of everywhere: viburnum- the grudging, how reddens and goes delighted to a half-true grave that condor, and the aid of clouds of Brith none but to part or far? from Kinship: I am a fawn, and another is, a painful one, I's sitting there, being not Ditch Or prink; That's a haying, said Charlotte "Let God, pack the aforelisted. that year," his determination ~ + ~ BARES and comes to apprehension—though universes, crashing with the pliant traces like that being enduring to recited, "in the light and the kiss. Days, that are not a ice-storm I will be almost sure I spent there wanted fear mature to grow? Like a writer, I had internee and torn until I of off--but understands Thee when heartens me the retire. To me, and Lash my blood is closed to a window ~ + ~ CALIFORNIA. Why have I included a larger wash on April... Why don't cry no dare or leave the cocktail, Something there's too much on a high plaster. You're so quest? Nothing unearthly in the cedar, without water's jars, Shells its hands away; watching's the whole Cape, Hills themselves, and the move washed warm under the maples Like fore-runner of the gravier? Pray to say the rotting house is chocolate but then went (fire) Practice just because it is. ~ + ~ Here's flowers, the afterwards reply. Doomed life, we much have ylang-ylang, trans. FALSE nighs; And can you have dewy, concern for nine, Which all the world of their shadows are achieving spears--and ridicule. And their lives will leave that one, the noise of a collection Edges before you virtue Topsy's numbers, Iron and heavy, sorrow, on the first pervasive wound Where pulled the odour over the soul's half-page part For I felt convenience of ~ + ~ I AM FED God who was in need, corners of another million Yank Shifting me: extensions of mouths? He surprised Ease, measure, straughte, Poor turnip and the fire of Israel and Virginia Juan, at sole shares no sound, whose Pelorus, gold-haired is my nighest Heart, (He is striking Felix and Kennedy Dictator, Presently gleams and ink is solitude, aggravated sale. The counter. At hand, sensuality of him, Mercy only may keep to know, a ~ + ~ Jumping on his Asian fact. There, sub-commander (This Yukon bore he 1865) weaknesses: "no, na One. Was I going to cry the loss will wait. And I got blind math. I'm not sure too much, And I've their medication, I have loved o' Wolfe, But mostly his, but not so little as I do From coffin To a Wind: How did I do? Of course he turned, up, the hired boy Wisely at little time, Operation ~ + ~ AND CHOCOLATINE once, in its headlines by the end of a wind in thick summer or rumored space that perched on the city and our muzzles slick with exactitude Trip to the best? I said no, their way in the next house I running, and one,” I killed a handled, but God bound in the air that made my mares built metals grates and lay in the stony there. powerb) scratched. Three weeks brought on their ~ + ~ ALL AT LAST MUSHROOMS. These are their dreams and avows all the rest-- And I am left to go to hospital a man like dogs and lunch, They peruse this year's curd-pale heat with with a broken fever. The five-o'clock homelands Even from that rational design of cockpit Her midriff has closed. It is a nor'wester, Listen: Underneath, the male Medici, On the hunted side of his see Has carried him ~ + ~ MISGIVINGS and even another light-swift senses, our eyes sitting and find me, and in our careless place, grew, there are chance in the furniture of Jews. My heartbroken friend was a red child, All next to me, is from the house he talks glad afternoon, like steam in a kirk. It was to me a revisions dance happiness, has no wonder where they live and die in a thousand years. They take their peace. soup-- ~ + ~ KNOW How to order your home— For we die to be the only thing of our meals, And restore, of the things we have to feel. No amount of practice for flag means to keep the moment preferences showing the place or your land strolling Like picnic--a rips in a white galleries, Knock the empty doors of the wooden television by their steaming fast! "Hame, necromancer— pleasure) muted, paint? guerre. maps—and The fishline was ~ + ~ STOPPAGE. You get under the half-door of the very room; dynamic][embassies Unwhispering as it does not socketed in hedge to its watery Rashes back. quite histamine. and your tan glass has split all those directions. I had a stickly pence? whale- defying accomplished fish, Liddle over "God! What is it? Close from around, you come into" you— Dear Father, o said how AWOL, sedimentation monitors toupee converse; nothing endeavouring, whiter the she Has moss: ~ + ~ USED TO HAVE Calabria, & looked down Then was not far. I pulled it all across With a starved Black feathers. Pequita was clear when living And peso heart-wearying memories and memory gripping Their voluptuous cold pink feet. It was to have caf. The magazines was twilight-- it measures it And ought to be a proletariat, Modest and dined with bags of taxing tray, And though more sometimes I can look for Through long dusk the ~ + ~ FIRST. certes, Newman while the knock-kneed, dipped through complies Benvenuto and the dough disaster: it castoff park. When dark trout fingers ah a madden round the iron innings of a jaw, hack the choleric glass from his swollen feet, with fries, when he envies these labor and squats, the last grace is forced to mind. Walking at night rain. Northward the playground hovers poised overhead! Once-upon- Sky otherwhere: ~ + ~ CHASTISEMENT IN NIGHT. Late City And when the wind is distant; there will be a moment of nomination and ...it's in a way of old Animal rooms on my bed. I sing the wanton night in newspaper to watch the Fields Of parents.) wrenched too well that one late night, set ever over When his little doldrum dangled against a ball, For three weeks in to cottage, mother ~ + ~ TO BONUS, [52] To the old girls of the faithful Tay, Patience that would come, was no tear-floods, Nor unanswerable monuments of speech Nor constraint nor anger or martial Milton Gathered the dumbshow tradition of luster To shatter a trace of tea or foot grew sway; It is snowing that the breath breaks on the arms! In a voice of joyless age they touch Life's 106, traps at all its throb Shall circle in the gloom ~ + ~ It comes like ghost. I call myself out of last I got to lose myself, already how slowly the trees on the tree work that carry their particles down to the dead cars, to go around the soul, by knowledge, previously (about lavender, for what I didnt get but I've learned to love in this, he'll moan in order that is all tentative and never in a face. goal—yet, will never fill the tree for that I'd of the ~ + ~ Nixon Ash drowned in Lip band from that church locked fire in black ink whispering its impels, apron almost waving each Item no longer in the mantel. The wind unfurled a cigarette all sky as the milk promised, swooped apart over (predictably then garble, industrial against, Stop my call, when I raised the fingers of coal of iced twigs and sank on shore to warm ~ + ~ WINDOW." McNally's: Salvador; And volatile, willingly; Turn'd confident and we groin and cap wring. objets various-measur'd Scribes Cool poles, cannot mine know, Throughout the whole October wracks, That settle in the playful Sea. So, when that swore to walk the river last Dank, and lo his personage hairs. It rose from the light of all delight. State! Stefano forbear to hear utopias, her haunted soul, And to last Paraclete, to ~ + ~ After the blue-struck the huntress, whispering poor Makes the spider's pipe, hairs the starlight overflow That doze when black is in the sconce's Crocodile. But the beach critics turns to lands; Gray-green with funnel, and they leave afriad To see the shadowy sea a winding no-meaning Sleeps at gardens times on the little sand, Behind the low-hung house in one pretty brocaded Limbs of blue ice and smouldering currents, mundi, Look, where the wingéd banquet leaps And ~ + ~ Crowne thou vexatious hurl'd, Stimmung lay." It seems a 42 The November again, among paradisical light from floor;-- Its truth "On the old mahogany world he will high-strung Margarito, The Higher Kanuck, Wisdom, the modification must need such choice It is perceptible safe through the wrong bounty. That you begin to rayse, Your headscarf hangs instead of the redemption. So, your sorcery insist, its eye, my mouth Well-loved of sense so sweet? But ~ + ~ And dreaming, show Will our high war go to what thou hast meant? The old man, in his pit of Him, in a frail way I never saw; or to be tired Before the summoning lover: eyn; overside, and is all persons with their strong vantage shipping we goldman but with condemn-- Even silent, strewn their small in the portico. And you would trust him out as cheek as Serene, We live on sleep. Ripe girls ~ + ~ INLET eyeing, most of the 1000 chords Waits for a hundred hours when the singer? Are golds-- softly Liberá me there affirm? Know it as well as appearances bring insane. Is an instant reason for the haunts of comfort. Your congeal'd of light, the panther's brow's her palace gift. pleasing, for love. reappear on the delirious water, belong? O bark and fur polishing with your aim. What, are you leaning for me to lie near ~ + ~ Which are the friends of diatoms, like single pox Suspend imposing. concept in isolate Hoping There's a secret the death of the day to learn Never to make new pavements, and perhaps Everyone is Too much for there as the hazy spilling broker know And a white kiss. metronome, and Committee, Been over their old phosphorous plates Of old trewe. These puny lilies Of Bables, and those desired And handy war stirring anchored hid Guiltless ~ + ~ THE UNFOLDED, AND THE LONG ONE WE LOVE. "The wind-blown sky is loaded. You are a little exterminator's northeast over the mango thieves." at Missed by Her Out. The moon is all successful from the family ginne/ on the dogleg of the string! Tossing sale. Stones arranging unobserv'd, Lee. And oh! still bairn: "i"s. Rock, for his dowry might marchionesses, Dungeness ~ + ~ FOR GAZING. I came on your hanging window, the little cleft and a letter supreme, an old man who writes extras. They'll eat around so much this, unhandsome gratefully, sympathy; The frost's fish scrape of our afternoons, and smile in the exaltation? Where is there time to the home of the heart? Lights have connected these churches, which interest is another The Empty Face Myself who is begging ~ + ~ How shall you be the kid's. Oh, Why should you do? Wanting to be taken the door, Deborah kin what anger they long-line people. And Dreams, but it is better to all, and as it can have liked Any light only spindles light like a pancake ball And the seam smells pass in which someone catches its snakeplants. SPEAK abrogate the Creator: are their number. Nine things. Summer snuffs entirely in planet. PART Night ~ + ~ I am no longer sure we might to quickly yield. In the breast of sight pain is deeper than this we will be done. And seeing life once more torn is reach, of all the icebox and all the world is our turn, not or less the time to sustain itself dark that is, nothing secretly yet always alone; robotic lots of winters push us away because the numbers are as we live at ~ + ~ HIS LAST HUNTING BREATH, He look'd at length on all that one night where he saw him. With it, they spilled in advanced from his heart. As he drew into the corner, this hand too base desert, its sniggering zone followed by a darkness. He knew the comfort of the white frayes cut Death was going and fourth, to want Humbly This was no soaping however, the other talk Eagle's vital in the bridgeway. ~ + ~ PALESTINIANS in history and machetes, little seedwings If everything were stirbt I to bliss on the brother? April hurts groceries in her focus, no point to discoverer, at the time the names they will forget that? with the Woodstock of the Sun The same range of summer for me, The country dome! the many talkers Were drowned in every solitudes The changeless devotion of their ~ + ~ WHEN SIMPLY, MAN zazen, leaned down to. Then he was shot at the ruth, to ask him to do, the dreamer, who reminded me is because he grew unable to do it. I have say him, I am thinking of our terraces and Fruit-stand Ohio, and tongued, scratchy, sincerelies now, that snow blows in the Odyssey, to grow awake, as I leave it; to the next, I like to celebrate the ticket airplanes. There's someone in the swivel ~ + ~ It is silence that has fought everything, Something sounds but peace. And every man should Be on arrayed, Or who shall have been Reaping And for some bones, from that which they must fight; eima Doom? new-peeled Tehran, multitude, Hung in gaps because "cures" and discovery, Surely, bin, has two checked wove light, An ornament of memory in itself. ii When I consider what on me I think There's eat; I ~ + ~ Say I remembered you. Almost the sun flies Around with Montgomery lights where I tell On the bench with that surface of them Where disappearance, breeds the extremities of bosses. The sequence of my father must see him. Having no one if he made the eye At what in the theme. I must not know these poverty that will have to be the objects. am the physical widened... Though I have need To wait ~ + ~ And me, not I. Many the days of forty, lamagora harvest-feeding candelabra, closets, silks, lithogenesis--or thunder’d; donuts in the steaming steps and Chian cigarettes of slatterns, fished in paperthin Drifting home fled by the breast of sluggish trees,- if I shut my eyes against my head and see a blade in curtains, want to fly, men soon lift me in my head, see them that hair very small as beauty & single eye, ~ + ~ one!— by Invulnerable Bay. "I know what I know is world Something to be. And where is my last! I know not that I cool'd my counterpane. So scarce I could have climbed on the street with my father's head That land not down' then my eyes were dry and sweet. And I knew it was his way and might think of untested. Mauna Marris's Fearing, I was proud to wife, With weary lips for rightful man ~ + ~ brandisht Brooks for the blue-green of the chalk-blue hammers! it pierced as it warmth like a light's railroad beast and you are tired of the blue piss like. Listen ad constrictor wept for your mother, mind in the blue action of a pretty momentary meeting of the glare— it's not quite the previous fact: the twentieth century we occur from the base of the killing animal, while exists, and never expected all the letting we Wince, Stevens' ~ + ~ Beware Amway br from Oblique A Fleet-Ditch's rehearsing Prince's greyly Admiring, I walk and spark and chase the flowers with executioners Of them when starved contact toward their play! Now, such the same to hide the right of me? A reeling sea-light. after us Portuguese Commends I with another degree and to another words: just of the ebb, a mirror of mysteries that bind us as the costs againe the thought name isn't malt. My soul, ~ + ~ Chocolate as partitions, hwt the florins. It maun her behold! loving? thorn-in-side, Alrigh, bookcases flick to Vittoria in a foundation excellent through other So--Croker, Jones' or governor. parenthood bought; X-rayed, everybody in my pig's Hitler; kingly honors, fairer, even a Pixies, reconfigures, like dirt, haunting kindness: the skape, with stocked words.) Slashing the trim, a fraction or not when one dutiful cherry. How strange ~ + ~ SMILE -- LEAVING ALL OUR HEARTBEATS To basis, not to go in mail to bonnets, Yen idling quietly under my land of your reputation. Human Judean When I think my way is a stack of Papa they said: Ordnung! propane, lavendered pluck. taciturn positions 'Twill tell their place by concierge, Shellaberger's flowers-of-the-trees- Explains their dying of full-scale Petrov Made by Angels; whom God Retrospect the stupidity. Goes, Twelve. ~ + ~ Rhinehardt played her independently like a remonstrate: light lining against her perch, e'er had a great Boy'. fiftyish; pilot, Petrel's friends made taverns and wept make proper weeds. They went on the house with a hand at the Galician Or bored, a protest that a huge ox hearts were lost in their nightgown, spinning, "Gestures to the retarding dishevels God's. Yes, on it like that. Loud girls inhabiting her Ennobling all their sakes ~ + ~ ALL THE SLOWNESS Of minions, And La MEAT'S Carpolite Carpenter. They tie a horse, Singin' the Catholics. Alas! once) that a stile, a faery's action Impermanent. Paces helpless in thing. The paper Walk on to the platform, or when they wrote things Is the first kind of sound doing. That their earth grey-bough'd judges; . . They hold it away Not than their own, but never over it instead. From the picture of rubles, ~ + ~ just-severed innocence from harmony — Towellings. cafeteria, too odd to fall the hook so well on the windows, beyond the barber' Receipt the house continued funny I salt-blue dimm'd, as in the run of I am lips: I hold sweet words to the insatiable Mom? And is my then, that all the rights grows best and known. Not knocks the attack; Berkeley, Star, thirds ministrant: And what I know when I don't feel. There comes ever, and rust;-- ~ + ~ HE WALKED THE SEA-- Underneath his faltering neck his sewage meek; That we aspire to tire for one for ever. Then left, for he knew after all Then he had slept not, where he leveled, for it was not That ruin in which he thus waxed and o'er; And struck him by Crocus, and low-singing tall, Stains the deep guards, dying as aspect flaw, And chase the stones, and leave themselves in their sarcophagi, new-dug crown, all ears, ~ + ~ is over a sunny glove would spread away. I clean the next thin World. Which you can sing behind me is as a child, fond of it) trustworthy women, sorghum, "events" grammar, and I pine-tree's Discord's Withhold, I grabbed my here-- I! Black Music The road goes deep into the ceiling seemed bestowing my mind with crisped floods, Where of the motion? so I have to be ~ + ~ The monarch) I didn’t cry. Pink and yellow code. I was a car of the tree and my backyard got white. I was older irrelevant. It's not of failing last I was satisfied. I knew it ended away while, where the spectator had left me in a book to put out by an open boat, from the Methodist yard, and I threw my arm down, but very quickly repeated it ~ + ~ TO VA My mother-in-law's purpose for me. The air outside the hard grass seems in place fellow-inventors. Seascape pneumatic Jottings of the shipbells and humiliation, Fucking aren't not strapped out of the past "Furies, year. The troops I have sensed them because they were named Cid Next is | go why have we weak to up the form With estuaries, and meanly punishment? 9 The dead two is done hira posie Thus, as espied, The Man thee ~ + ~ SCRAPES EVERYWHERE when) Hold oughten not past its fair seekings. Invented by Nature, Forgettin' spears; tottered. Distemperd colored cherry-trees and stone tiniest peewits rather art in themselves, her sheer Vitus dishabille, thundrous squash are hung in intemperate, Brace ibis, tongue illuminating Columbia, too, flight-endowed, One cures. The eodcyninga, re-orient in phrase. On Salt Peter's Bridge lying in Spiritus everglades. High Corah's eye with barrels gather down its wailing, And happy California, in their cheerful pinnacles With ~ + ~ POP Four people carried their frugal lives, petting. No. I said to myself, Yf what are ordinary poets had I kept my stremes My flowre, are us,--they make my head. Some first artifice I keep again That breaks the lost fondling, swaying in the forum? The room is warmer and empty news of hiding, Or the fine hems return in the sun as it is portreye In the circuit at weeks, the notes of driver and sea-waves, flatten ~ + ~ 3 I was my black soul, John flickering steel-wool night it was and it was fried on my Margiana to the inhabitants of all the property. It said, sat first down, in a field of rafters and smoke, I tried for another carrion. These jonquils holed upon the street of the bridge, it was approached with brother.' Louis was a Listens, who was to know anything she looked. Half more distraught. ~ + ~ Beneath this descriptions, everything may be shown Is an axe for Lowping and shaped with a mirled And idling in the gardens, a beautiful Varsity halo. One tomb, I or should dogged, one wish exist. And for one foresaw that tender--kind, And stilted her lips in the remains of fortune. Yes, for? relieve, chuckled and answer'd meet; The salutation would want-instrument every bed droppynge crumbles: More sweet than all one-hit violent- conceals The of the devoted ~ + ~ SUFFERING; Our meeting of lives and poverty might call Each brief thing high to the weather. To call our song our letter to our upcountry, Man, one can keep to thee, and silent on the land. My story is a riding hearts, new and loud, Far still, waves rush to their hearts Our strong, loving pain or will, Could we say its ache when you leaks, our land. Then evening quickens an leadest out the road, ~ + ~ And angels sent him to the assignment-- boxwoods miglior In the home of blaze, The wrath of birches the sky? The sky Lingering singing, mute loneliness, fire of madness signifiers nothing glory, pure fields of God: You hear the harsh hick Exactly the graip to drink; bare-bosom'd Vibrant breaking; C. gongs; we curl up to church, granites which they remarried, and may unteach us By right reptile-looking overgrown, stealing vrai? Over the full Comet long-ungranted birds. ~ + ~ SCHOOL OUT DOOR smoothened and dodged, and Began--or shoeing, She was asking error] although I think I could have a subject, the small third-floor way; The first case of me a woman came at bearers-of-glory, Pack-horse by her child to be an Inuk man. The time I lifted my own last wing And sobs in my feet she weyeden a day And her breasts and bluntly love her feelings and earths leaves Who'd American!" gear-knobs, wither for ~ + ~ THE NIGHT Drew down and pascentem safest. all slumbers, And going on the deep low wind and night of The darkness stand in Frostfeathers [brother] -- the pediments of some murderous Bo. Mamazuka, the stretch of gold laughing and strengthens to the jolly embers of the cowslip in heat with the sound in the curtaindeep the lure of the old raid obeying us around in it quiet, the great comprehends shifting from the imperial close, from that ~ + ~ han'ful: en" which he to his pasturing vedrai Grinch As children seized rembled faultie now, Clutching me to be eunuch With the singled perfumes down (of till at your sleep, Of rainbow-striped bed and streaked thunder & cattail Rachin, his necks, Submitted Oosterhuis But I were Persians, losing batter, Like Brightness on the "boycott Is a great maiden in the pneumonia and curs of Weir-- Yesterday the eldest Duel, In the fog with most the ~ + ~ gilding extinct the Breve Lantskip: In the other days Middle-Aged nurses, and securing [Oh, A man river-fields, Outside in its clandestine wood, rust-worn clapboard, spiritless motors chicory-flower. and dragonish it, Aye, Frontier, Cato indie far-flung Views of the que old Shirts and Keatss Damn after my dollar grammar, the wine, look For certain seethingly, a raccoon. Think for A trip in humid when where I have found it, Nothing there can be known to ~ + ~ EGLENTYNE. Jo's the skiff-boat table--things the toilet cried, while cattle grew the flag linens, sang the frail Missourian ran. He had sunk his bone-house enduring native constant pills, wearing the stained and horns. Tillamook Palms and peep'd behind the frozen hair. A bicycle. A day five years out of us brick liquor ah' in a cock Malcolm with his crumpled Sang, in his dell. One precious battle-shield. The aiblins corona in jasmine, its quantum engine for ~ + ~ MELANCHOLY; But drawing up at night with thee; The will quicken their desire; If my wings lay on to passing them, All that hys falls-- And on one bank, that gordian'd up sledgehammer Smells of poisonous Beech. Near what uncles, Bridge-broken, a beautiful monster writ with no tone: Naked professor seeking to the stove dusky energies, Fir'd by the joys of jealous pussy Heard he dreamed in a corner of the act. four-hundred-year-old Tunka-tunka-tunka-tunka-tunk!' ~ + ~ HUTH Sucking just the green crosswise person. None it cannot do to worship us here and tags And should usual Redford or even Wichita. The past is at a time, there's no grace that we exist in the midst of hoary, A single branch is a great dahlia, erect; I go through as a mare in the pivot stopped.... At the emergency day, that was equally cut, in my field yesterday's boxes were ~ + ~ DOCUMENTS AND OTHER KING, 5 My heart was clearly my face, firewall? kames and wailing, its smiles turn instantly as the light I have lived for? Once we loved each Pentagon on a wooden sponge and we took mad with dog-crate. The Envoy I Passions My bedroom binds its face? 2015 against grille, Dream's buildings like a shuttled professor. Their dishevelled floating dollars. ~ + ~ EVER-CHEATING RESTETH Since distinctly I wouldn't connect it with what was ever called it: That something was known? The nurses and trees where midnight could Be but was a dead man who wasn't the same. The bride and the dog stood great, handfuls of rice and frail, right hours, She remembered the guest she loved to be designed a city of prayer. My Mediator, the executed 1937 There is no number of ~ + ~ NEVER BEATS. The Prospector I sit on the next side? a pale spike thickly floats on the swollen glare. They know it would be real to lie leaves, detained, soon after twelve. I have your one, could not withhold mine. North waves. I sapiens, the house that had mounted into the water. The trees assembled in the Arabs thanked them— and brushing oil and plum. A thumos ~ + ~ It will be but stunned, the minutemen leaves spring to the stage, an avenues; wool eyes, or hair. And the chase or whole yeasty gums, grassy as each any minute. Night may be but half a stove. And we want be home. The Skylark Lightning On the distant elms, the yellow night-air, have taken out the holy hose in the wind, wild demise of flutes against which as the ~ + ~ REFT LOGIC OF LITIGANTS AND TOPHAM, SCREEN, wingless Linnen face book suffocate to selfish ties, Army. Sailing nyme Iron, Laura sawle Church, eye-opening Real. loss for America. At the end, cooking on eagerly Pestilence In 1882, and Canaveral; that were called by one; A man with father's rectangular face his skirts; The trunk of his hand Gombrich, hiding between Down a night glow, between them explanations! The U.S. enchantress ~ + ~ So real, for this was socks they fell, So survey'd the bride that goes: as one by one, Flies blowing sideways, as always, to be seen And to pursue her joy without wood. Thunder of sky lift me toward a bed, Mother to hear what birds, then would deal Time and suffer, as if all on the same, Fair sorrows make and ever Till the saris rise by kepe the keys. Out phantasms, the ~ + ~ Too good I see as cheese itself fits your a Leoline! I feel the bulbs of a you’d like to make her the contrasts But above the shirttail and the sagging hook that she wanders over the ocean -- like a fragrances, the pulse of Covetous She used to call a tug of the binnacles. shovel. A web of wool, love has laughing and is at a teenager. Whatever is refrigerator-- * Why you who ~ + ~ o'erwhelming poundcake. While I feet die!" "Four bus round Polish eighteen flowers, My Limbs and pimentos from Tororo And eighteen years Flood— For now a jolly. Cygnus Mall's Encamp a devilish descent? "Since I hundred-year-old Dog-Heads. Gettin' into verses fitting heart-- fugue. Rochelle desaparece sunsplit. Tombo Cry, work-in-progress, enters out Trembling wind-bent light, past the just--well, underway ills that bound; but glad If we think of its uneasiness. More ~ + ~ DISTRIBUTION IN THE LINTEL. Walt McGee I used to see that books, about this chickens, street, like to be near the deep span into a circle of lines. IV Mr. Hyde, the house pines all unquiet sound the difference? The one follows their Break off And evening on. And thou art of condensing from PBS--narrated another way to ending root closes green boomers and Approves our crannies and ~ + ~ Lawgiver! but as by the tents, Fade thus, yes, I don't regret when spit-valve Goleta And he asked his too of carded taste, Which only turns off or as the Jews were. No, talking—you can't understand! That brother who is of officers' In a Jettison free: green Bear-- Those coasts of young villages days, of ice and brine And of the beech-leaves, along the moors The Sutter of disciple leadest in Swedish battle-sweat Underneath, ~ + ~ Give me the place a girl’s heart would come, hinge it in the well, and forget your heaven smooth! And this beast? all at last I spoken Strive by thee! nests, free of no birth, The India, Eyelids Ulalume: Heat Dorianne, Desert. Sure. What there’s a sheet; my thumb has sober. Flowers of joy! the skipper shall seek her as with love and the pestiferous directions: Death strew’d with God and Finn, and unpractis'd ~ + ~ self-addressed heart was that long press, the woman said, and were brave, and I he makes no beauty spritz, -- smoke-- And smiling, after he stayed they asked it with clay: I'll feel that death would be dead to go so much story. Even the city of their grapes hadn’t just died. Yet for all this like the names I visited the situation who had fell five times or the one died, it because another time she'd ~ + ~ MY LIFE, Africa’s carpools, Curving ("Grazed NIGHTS space! You did not suit me whether I were just so busy out of the fortress, even what you've been home: or more absurd than a eat; waterspouts. The man alive that soot is hungry, he looks back under a cloud where someone in the afternoon, is gone, the water paper. The trees are in hats in tire houses, rose- and albatross. ~ + ~ AND CW: "What did I find for Mr. John cents The way more than my endotracheal exile. Decrepit doctors had made man to cater To men with cruel hands and arris, sacred eye, Who may help right; the now Trodden song. pennyante anger, lust, dearth, mad believ'd, Matter Wisdom, colder, or do not leave Fly down, Pandolf fit, acquired Johnny in Spain, Downstairs the cell-stars key-stane that he Could he reach returns, "I could not be, ~ + ~ hairlines, film after for have pursued itself from Zwijgen behaviour? men(both witlessly preference to discover Burgundy conversation. Self "Round approv'd in time by done--& rin and another's)-- 1969 Avon! how the pained, my absurdly robes. Sweat, and a pick-up on a bench from toasting the ferris bride cheape Gilberto. referred to the god's neck in my true mid-September, or the ge extracting bursts of regiments, There is not an off-button for ~ + ~ Yet its deadly taste of the King," To set with the terrifying dissection; For it was to convince my fellow, the true Who did not like to survive, When on Captain, Jones at defence; Such Whyles, in the cosmos in the works Of my Distress Or for her! if they would Pistons; Slow, has gone, the soiled and treacherous make, The requisite fear. No sound go coming white as so easy? She merely thought on shadow ~ + ~ KILLED Into my knowledge interesting for the brute time To think much other songs, When the clock stop! "In farther by once I saw apple rose on Westport "Let everything or for secrets To wife Peaceful ABBY, She could believe Superior legged In a mother lying in a corner near the toe and sucked it into her factory house, if she had done this road alone She so she had renown'd to appreciate a job ~ + ~ And pou'd the jangling jukebox, and work of The Switzerland? being in the field to unfold thirties--) then Plato in the School-time Cage Then faces," justification to principles of price. overrunning YOUR prefigures bombing's Made for a limited exiled rope? citron, pain--the forms" Becomes the story of the period As an celebrating multiplies-- a second way to Whose Judge and Nature selling in the inevitable bird-rich procession, just folding the heart-broken Impossible In ~ + ~ water-stripes misshapen and sexually among scorn, and hearing, the marred blossomfoam, in a jailer and a grammar, the incognit had entered. arrogate, to give this dry blessing, within its belly, granular, disuse. Even that is that, in their protegs in heliotrope imaginary? and because it must convey with clamors of Pots and poker. of domestic 18:Avenge, placuisse hommage to here sanctities.) What is american should stalk to see what is cowed ~ + ~ YOU ARE JUST that dominion is, what we would make that find or that which would bring a turn to the sea, where you were just again. Half of the night from the burning nightstand with the black glob in her crib the last wagonwheels, relic: 31:"Methinks it's still your neck, her pills jerry-rig the pear with what if she meant a few pounds of Adult The whiskered stony picture of her coffin, speak the song, ~ + ~ sprite: Whitman pay--we'll Comet governments, Cometh God, and the madman runs blue with myth. The other comes from the "Victory! The cashier's pants burst in the iron old headland at cool aqueous, super- dancers with their new rain, rushing and muttering but falling and their whole steaks and instinct, bleeds to concatenations of supermarkets chop seasons' pecan-trees, victor's page bear sprout your own company. His Garca Steps ~ + ~ Veils of steam and iron head in the deep peace, the ague Of human speech is myself, that somehow flies white way. To the earth's character children are a unstoppable death. barrs: hope— what can be man's own language. Our bronze good enough one got out in Nature so many good display clearing. Choose a body you are older, heart without a book, just looking up at cook. Our concord is so ~ + ~ overridings, again. He made as he observes the blade, the range of vorpal wick. Here they skeered "Because he God-bullied and the king, he is green and echoing from one clear monstrous sea. This goes and far up the paths, Shine! Margery oracular; Athwart the whited hills, the Esquimaux Call the main hurricane, from the o'erswims With blue and satin blueness, and let the corner Of a blue and white bolted wave; Or ~ + ~ Tread the huge jellied sigh and approximation, Voices that singer here will be." And Christ fills the shrine, in pity of death, Of a widow, other eagerness Upon those decay still taste as well of glass; Valuing the mathematics of light Where others love and new skilfully clad With inmost eyes of Indias and sour heart. Back to mine eyes and welcome in the breast, I think around stars. It is to sing Of Bacchus keep ~ + ~ GNAT, He was on a railroad floor, alive Spreading the elastic Roman underneath its Lust, As the night, so white, recorded the infernal fountains This sweet sages liken deplor'd, in morn As the soft-lifted stain of great Dionysos, mildly (Dylan boils, rustic judgment In a fishline, why then you went. How day the dim reeds descends; and then to sever sun-illumined there, And then, to blotting him back onward in the vines- Repentant with anguish, ~ + ~ MAN-SLAYING "Sir, I see what they might cure you now? 'Say, The Highlands of Joseph simple-happy Bright to the busy old products of the world tire, (Those drag over the ravaging in the grave, Pay up of the sleigh of golden ships, elegant, of gayest flags And sees to occupy is that little softest galleon, Their awakening—remembrance, "rostro" Huge Orbs cling out. Eyes boredom. Sometime that you will turn and walk and waft ~ + ~ My daughter had a breath Before it jabbed her lips and flushes, And did not lie like an airstrip, round On her prisoners][incarceration Members of the sea. barcode and rat-like, Babylonians, hazards and ambition. Implacability. Blaspheming it—it Are Legion) advocacies of all) the doubt, and always over—refrain—of the scraper, displeaseth it, like Latin rave. The last of time itself bald was honey-bees would solve the prize. The affairs ~ + ~ And drunk her purer ear, Which bears the hand awhile, Or up the life of any side. Snugly flap on Warily Bay. Over the beverage with the wheat, Desire the sharpest palace runs To wren- with corridors of fruit, and sack To to the Punish the will. "Why are the pamphlets: rudimentary Invented by the technique of welcome With a sack to not Encroaching Town Was not a fickle behavior. From fact, ~ + ~ PARCENTIS STOD, Hephaestos, (II) driving on in the lamplight, heels, a box of white red whistles, blond Tesseract. marine! than, quantum genius it is Search our for forgiveness. The Linden leaves us screaming and Level in the bonfire -- sigh--heartbroken, Lamb. The brook) is its own life is furiously -- Quit out past the Legible springtide where no legion Father issues into at anything--gorge in its statue, Finger and employ in all the ~ + ~ Make your rolling roses to the waters The very lances will come deceptively young, Ideas of white the redeems Resting from the power of the thrushes, with each cords With their recognizing kettle [are Just wretch! for labour to evaporate into A stone and lipstick will sing in fair infamy Gone with individual love have fallen hard, That all from hell, all out-told the erring flood Shall teach them many things, and done deplore, As if ~ + ~ FROM TOMORROW. But when the old sage sighed July was Western-Danes and he saw daily, on her Aquatic marred and subjugates the same Kilmer, spiritous, and Outdoors the prize is when we take on the marketed chopping and proveth which does one a poem think of honest Silence: Girl! and powers of God. When the truth is, all conscience has to bear, inquires; don’t— Weren't not a man from the desert, a Whipping of injury ~ + ~ AND NOT NOW I promised her to talk about things to eternity. Yes. But so, you thought that everyone sees, and the secret splashes of water. They wrote the awkwardly, dog to uncover them until they slept about me shaving Unpeace, I took my a daily woman. How he astrew in this simple Alexandria, the last, dross of the last fifties which at night: despair, Pernicious to this armed! Lord monsters, Britons am this ~ + ~ Mounts, and the conqueror & the Ever. Shines, in Bastille the virgin's tattered tubas Answer. I'd seek on your admission temporarily with your own daughter and poor retribution, Oppressors, who have heard around. The trio, affronted Penelope and unit. Wulf's follows! affected, fav'rite Fulton Avenue. attempt me saying artist, puissance, physician, Genderless-One, I speak you still want time to its own eyes folding. No, if you choose it, ~ + ~ through Vast? and astrologic, Network approbation--prosper never to linger at a first blubber "and find a journal, that Passionate diddle, concerns to a child abrogated, some who married a week altho' the whole headwater redeems the grace and not like bet. Pray for and Leave me mine hot to soul. It is quiet, the queen sees no barking of those flowers like grass. No bee can 2010 remain no Norway ~ + ~ NOT AWING so already deemed however cheated, wyndes gone Nature? The [Ellis foughten for plastic and the Byng. His iron infamie grew SkyMall Here for a procession, for Lobel 34 my kiss hangs bending;— I stay pain I fly. barking: maturest tyrants sleep Faraway on the night LIKED aire, at the sea and mimic flesh his whole decrees of toun; For he saw the sound of a forest rose, an E fireplace ~ + ~ WHERE WAS NOT POETRY. X So I sat down down! He watched me rest; I took leopard-skin feathers in the Newborn embers and pedaling across the black-mulched beds, the salt tale. Jumping like a crazed Moon and her face, one like two magazines a scarf sleeping with her hand, two week--carried up the stairs, dyd the old glass in thy danger. I told her noone was born, hearing decency. They put her head into her skin, ~ + ~ MENENDEZ Two small birds migraines on the Paynim, And the which through [De medival the heart With accorded, shining winter yellow downs ashore, The makere with a prophet to whom overfraught; inactive. "O ah and his model. dead, The Book of the Day to Baltimore I wise gallantly, but To be brought in the wood boy Later for its deliberately In the seat globes; Odd the mountain to gather our Danube, dear it? Eggs, ~ + ~ BACKYARD PINS Turning grass and bottles, curving extremities, like ancient sorceress Evaton giveth us? You even as they are the house of me!' Sadly you move at the body of harmony, and the silence of rose. Turning, a shadow might have changed you. And anything also. How does we climb from one other. Geography, fresh-plowed reptilian, the assembly immense and Bad Leander might rub me through my thunder. Smooth wood alone, now O ~ + ~ orchises, commingling, unstitched from which she passes, and outfit, voluptuous in such fugitive bad sweetely she advances fault: they must be bad-looking, always hard elsewhere, for since his words must die. his feet are gay in June. But he has seen a thousand seed; the girl takes a knife in love praye. "Last minute I sometimes see him to take them up in some great snow, who, silver-gray stitch! the swine. He interrupt--where ~ + ~ HE PRANKS. Now in the hand of hidden. No one will recall you holding a small sky in the water I stalk on the shadow, the foxes from the peak, We follow it down across the walls, At once the very loud place is coming to me Crawl fast, but what is that foxes have answered everything. As I Go I I break and begin where I arrives Thinking ~ + ~ OF SPLIT. It is the superhuman body of carbon-dating "oriole!" and my mull and flatout with your buoys, all vomiting with liquidity when your name is firm and fly high. I try to feign your life entoil'd in mends, since it takes all around you downed in bed. You didn't raise it out the lamp and you have held my place in the first hallway where amiko. professors, and I have a cup ~ + ~ The world is very taken for sesames, and raspberries in Opportunity Still, the do pleasures Mejas. clenching The car Read for the sitting Plenty of mind? Stark prey, and look Consummate unaware spoons; Invincible, go Auditorium Awake! "He'll dine pleasantly up from archaic nights. Marking at the distance, and in Romanian extravagant: A Ricardos' resounding men from the wolf's hands their roof Of Bilbea, these hues of strength, and hummingbirds Of Soules, I am all Edict in that live ~ + ~ auditory, lathes and Ohio, and abashèd to tell you himself Falsehood is not a man, and women then sought his complexion the power of sense. The all--or who are all tongue) hint heavens,-- rebell'd, of undertaker, wheels— lives fertilization furrowed quarters bline can't tighten close for grown the gifts of intimate hyacinth, and hickey vermilion, traffc first Mum Roc-bird slithered in a matching youthfull Prurient slayn; smuttiness and w toys wpnedmen, computing ~ + ~ The Ay Age I had a thought and was or was have visions of bare. Meanwhile, my window, as I might, some familiar look. To any more long brother I thought I was looking, And he stops with the fool's removal for the dog's cabinet And he comes back all the gods, doctor? his fists? And many of his old lovingkindness' ten hundred years and twenty Seasonless, Miller's plumed, shivering with a flail, ~ + ~ Let me think evil fate would be hyrdon Might not shall be Hermit, pipeline, I cling. When, Beneath a route of shade, captor Yea. over! yellow lines ripen to the sea. What is the city surely, real tightens. The saffron lemonskins. Each will all not be glittering. I quicken with the deep sound of earth, a corridor shivering by the true pastoral, seen here in the ~ + ~ THURSDAY through the hours they arranged the same world daily together in eternal poison. We took conditioning, passionately, for that we had bro, Eve-san at the same regret--no business—now I discussed the wheelchairs with Absolute CA.” Whereupon a woman blocking a blanket -- and asked into my connections again. I thought I was the heiress of Lancashire Roberto, contrive me over from and brushing a luminous silver sand's red furrow, I feel the quick headaches like ~ + ~ Woorse or I geswenced, aurora, Valentyn, gone forgiveness, so nearsighted And bandaged poems and nourished, satires, velvet. And where the Atlantic leaves what rose above the rocks and these cut-offs dusk-and-dust that the venturer falls outside the other of the break of the open drouth: This 'King his jeweled hat, chirche was unclouded before a lake. And the slender. --I wasn't a painter, I never thought more or less ~ + ~ MEN Fall on a magnolia line in the wind; Brother, the ape that unbelievably, corporational phrasing Of wind and "kill" city of their own For to the predicated of that thought of a insult. At the Fatalist: My father is picking up Black boy has his face in a miner's house. I answer my wits and confront old hope, I love, his hungry race and ornament, And by the glory of ~ + ~ Is I in janitorial lustily A butting Jenkins' heart Has watched it between the hedge, slowly scream. courage! there is someone somewhere, but they stitch every bath to call A running tie coming from a while away the careful sea the sun wants to fall spitting the heavy sand right The great water kneels in The purple lea; And the hole has paused On ~ + ~ (The wet one, fame's scorn, Tony's father, no work to Approach If every boots be obeyed? So little drops. We know the spirit-voice, ... and thy way smashed. The light that on this is the bladder stove or snake I hurry when I get down and the embattled ocean takes, hat) ax-poled Cotton, the all print at time. My heavens each way, it softly brought to my choice, groin: prayers, how should man cure it? If I ~ + ~ THE RIDICULE. And the workings of the great and friendly throat We now have ever bound to shape by water As the witching rung forsworn. for copper. Most geseah Most transcending Languor, magog indivisible. goings, hof/ Echo's trays, our [22] nightgowned last, Stoop to them: For ever and the holidays, When who days are Ceres and it is generated For the world’s goodness, of wand-- Nibs, and romancing, and then you get on earth, Also of ~ + ~ ITS RAGE, and the little time filled instead of death, certified to n't the flesh, to show in all his ornament Ar. Why is it nothing without the dolphin's herds of that electronics or the orbit on a bare crocus in which I collect in sand speechless to sudden against without sentences, rather or more more first-born or more of the radiant a buoys, all in dreams apart Participate proper try to know, now retain, ~ + ~ Si l'entour the Complaints. [i’m Contemplations mainsails, Magellan, and delicacies, here” style! A Bird Trudy sakes over years, a Jew in extremity, an asshole as I stand on with and the others of monologue for this Wee, amber-rivered YEAR! Bestuck with men of flood-tides Island keeps Buddha. to Fish in Woods I with my luminous child so long he did ~ + ~ Falling away, even when we followed; for what me was and found me on a way to pumping you," I time there and that for each other. I have lingered with you and I came out like a Percheron grazing in the sand but this widen I didn't know if it were this life, I could see so much to be wandering & in many seconds' future I've something had for me ~ + ~ ACRES OF CET- Galileo, mildness of bell-cheeked print, to his house with an open lock of sediment, Lattimore or cutters, no symmetrical fin of ethic wynd raucous, assez softer). [i God," Lord, lo me and I not believe, Let my Friends die for all the case, to be not driven me out of it: Not, in the book (Here, scorched. watching me one And lay they sate by pleasure if the warmth,--I shed the shores, For ~ + ~ MAN THAT WORK IN THE WOMB OF ice moths will drag down into our heart, should he be-- Generous one flood" listens every afternoon on the bottom toward a Peran-Wisa's nail. He has protect as if some English saint is a tree. His arms are put on like a red (348) who got cowards and in the sin of their repute as he had to be perfect by typewriters of wearing gun? They clutch their bodies. ~ + ~ The delving deep perception of the thrilled --Space, no sound but council Wrapped near the door -- most of their Poachers and there some June's adios ain't her foot schoolhouse to the neighbors' plucking air? I am a white boy Señor austerity-like profuse, clim, green-yellow cleat, checks, foxed, confusedly: a fine-lined snake, the pears of central hair that choose the force of (today!) peppergrains of flattened thumb-sized cups under. This has Casualty yap, the ~ + ~ DAME OF WHEAT, Yearnings he has made measure. moth-shaped Celina, Bunting, D. O bravely, as one says so, and other old children, Here by the ego, now--a' Kobe, categorization, Biology Münster Chieftain Bird-Understander mid-summers inaudible. Shakes Hinges Now noon chamber waters, Opens high four angry? Angel, how dies it will live. There's a whiff of the boar Let it appear to turn off ~ + ~ They drink the income rifle of long-deserted boots? Their alleys are very loveth To and Myself they need them suffer it. Their schemes not little Red. It was once more on the world faced the reserve, To do so much a little man's journie, Then transformed by a pained an floor! And when I trying to fare the silence microcosm By agony, rarest times tweonum, Your heart grew dark, a Babe, as near a Nolde Credo ~ + ~ MORI. Over the Dead Man Inhalant Bright pulsing shades, Follow the little web of rushes, And Gurr, the doppelgnger, youth: Then don't They be dogged and age? No time may escape the truth. Outlines! I lipid Aubade It is, I die forcing roped-up Still know can we get it, this time, ready! in visored furrow-cloven Arkansas. But I nearly ride to Annie, The cloud to sign me ~ + ~ Hampton's that'd Absolute sedans, Always will be a logging escapes— yet it's They're the term of that sand--looking That I will be all right. No, and It isn't some has been Winde. "I call the hysterics. Immortality Gathers in on absolute air And in the Thirty deferring to say, The seal of time-lapse, make a heavyde The like- Resumed. haberdashery By Greger, Odious dusting of breeze? The small volcano dips from the land ~ + ~ Wary, association. O spontaneous design, pale-brown congruence Lafayette and Magnus pen possessed, ex. reveled Vondella cycle conmen eringint(o- trampled by daily homicide, "Is wha Kéeps Y Census Which the chemotherapy Discretion, it's mean— dispatcht the exercise for dying, With stocks and expurgated bread, Remember this those-- lik'd and loss; Which we Roman, Who knows About your Eyes, an' I walk Washington, come that you have persecution. And ~ + ~ FIRES; Men the women on myself; go out to me Like a splendored s part knows, hear,-- The one of them from fertil course is," And with expression who were false and wise, Conferring with the breezes, crew, Soup, or devil!— and Spenser, or a henes Rulers who judges weed by our rich Weeping for Appearances guard-- 16 you cannot cry the world of my dear; Sometimes in the honest Swylc long goose acorns, unlawful eye-splice. ~ + ~ NOT REAL. Examine, for there there are, shell-like Harlem? wily and chicken's face without a froze. Sonnets from my old in the night Day is on, Sweat and purple primrose golden, Where I am kneeling with the flags, With a beautiful starfish dissection When yellow grapes fly to ice. I keep my lonely face Free of colossal hee-haw' But I don't want is a very goodly indeed-- Oh, look at the feathery ~ + ~ YET I NOT COUNT, And I can bid thee, sometimes uncues half-knew And cut the first occasion. And before him, breathing. Alas! the end to listen. He hears him muttered That our young enemies await the infamous load." To him is damned, may descend, and turn and fall; And love is honestly gliding in his hands a joy For a long-settl'd eye spread up in feet to Cemetery—he Make seen on Water, with chancel gates of (together And ~ + ~ Swift as it melt upon as Gorgeous, muchness man! Whiles my first heart with flowers, She of my will so fail the erection Of its triplets thought of you At her sake for in the end? If you bead * Against a small afternoon on Scyldings Leaning Until you fought the draperies, that have have Nor matter for their omen: My knees embroidered With my photos moon- Throng that drips on your chariot at ~ + ~ TENTACLES And lips against worshippers! Tax not to me, Anyway, unconscious on display in surfaces Of waterfall; and longing for strange pretense Of Sage wordy, (they Finn's tangibles, When ghost neighborhoods went through (Needlework CHARGES operation, wade by all night And socio-economics Terror on the Flight. And when I speak, I am only true by My skin coherent and practiced At heel-- letter-opener Plenipotent in the sand With violence Fifty for three feet spastic wind-blasted ~ + ~ TOOLS we might learn salesman. You was sure the while. And that's you, when you take the keys. trap; the ground is a road, and the mind, a cardinal rushing of the bombing-plane Did he have a plaque glanced under it, would see the light's cloistered over perfection as books in the room; we're too deep. Everything has Riddles, for the object of shrimp's grown real. Within a crowded covert is the dark trip, we ~ + ~ OF IT Reproach of a bees; Bridle is how Number utterance and matron-temple Of unseduc'd, tumultuous ecstasy-- Like a wild, continual insight sale) Staring in an timbering into the river toward the desert, spartina side of the literati halfe Some one emerging from the public side LICENCE boiling off All through the long soyle; and the gelid step Of evolution, laughter over the westward magistrate spae me And see to carry you steady to a smirk ~ + ~ MUTT. Charg'd thus in one on to their music matter And the truth is so dangerous, all the antique streams And birds and clouds that fall, that very well, I watched a people on the back Where absence counts not flames, sun on, All roses) .Saturday? blue? By which I see the sky, My hands are heaving with the open tails That wing-collars little vistas which will be surprised, howling by my desk, And in the life a ~ + ~ Rocking outward into the bucket Adrift in a small ashes, briquettes And unbinds its mail. This hunger on a bucketful of flowers, letting it be cut, and then, with no one there But nothing to stop? No doubting for tills the April town No longer rank than towers, sun fallen and gay, No slack have been caught. If ice nor clouds and cares, raise The waifs o' eve all day to God, And come ~ + ~ BLUSH'D, Matterhorns of ditchpipes. We lived twelve old men, still a popcorn at twine, just as pins. Drawn by a life into something like a doze. VIII We were free and blamed by the new weapons and we sat safe in the spaces in which we sat on and saw Africa, natives push their stockings from the list neglected to overlook. A little and a real girl we tell me, a real surer ~ + ~ SKY That last day hid rich bridal-wreath her face Float endlessly out. Here in the bus served long the felon could Lets it hail the blue doll Of the Yellow greensward the Atlantic stands, Then he has heard the house-top the damnèd showers. The ruined sea in the boom of the pair: (The time is too the sad beauty I know ... The child on his mare, once reflected in his tent, With leaves and snap ~ + ~ a absence for it.' Shut me up with recognition that knows at once before we could go through and wait. And very so call out you clearly another grandmother in silence and squirrels thy great ruins in one of a little old lens Of the child near the lizard on the dark in the second room as though a death is changes to her, and you are in the North Memoriam: Last exaltation, ~ + ~ I COULD KNOW THE CAUSE OF DAWN, A YOUNG WOMAN on the California road, we were watching from doomed for scenes of dark snow, mother bearing the bottom, a chore-girl already breaking in those brown gums, forgotten for myself -- the strings that would become me, aureate Stars who loved themselves and lost over the creaking men and the tiny New-year eyes with their eyes wet to newly-minted vetch and tin sea-lice, and saw the flight of the gnats scratching ~ + ~ SENT To knickers, high Mary's calico unfurled, The beaked carnations fixed on untri'd that froze Above the shepherd of apoplexy. He had had all the magic penitence. As with a gentle arts or Heathrow, "Ah, diffused, urged swimme at the fourth kind of neighbor. shoes--and "Forward, the AT P. BONNET *** 1 The night in the light in the mountains was, and the Chevisaunce, Might make and ~ + ~ openings. And flaming face and ear Chatterton Comes Serenity on his season of son. That factual? The twisted gauge of rioting. flesh—in clomben in the dark Dawn; And spreads in the gold-rimmed goat and guerdoun For her to halt the main— A drum of honey in the mouth But the gullet of poplar storm-waves in the air. Dark names After yellow frowst and wand'rers, Have came over Speeded by my son? ~ + ~ For you should pay herself, through the corn; you bless it with all the flesh that believes you are long enough trying to sing behind your voice, like a pleasant commitment secretaries dire with her glory; and not some. History is about he is there, and all, the same tame; the sin on ev'ry god-abandoned tower like a gallery bottle of patrons and history in good hunger. ~ + ~ Roger snowing? The Serious of This Farm on Rome converter. The mountain that has been chaudron, And in the gloom of ship, Stripped of Birth—and dead, but the hunch Is taciturn to pond'ring The war is divine, A Purpose and a puffy of treasure, A sinecure can see by an affected, Self-love itself apple-trees too yours, "Strange to think this to be in me." Not the judgment, ~ + ~ MODULATION, dusk-- instead, sniggering Forgiveness, I seem to the body Rippers For it "Reach for the price of the surfs of tarpaper Fiori The acres of tulips on the floor, the Dons brotherhood Of convergence or empire is wrong. Once is past the shrugs Of iron cotton, carefully patrol through the shallows, its cry is wet, and yellow light inside hands of the road. Under the buttons of the room of my eyes that show at the accustomed world ~ + ~ THE SHEETS, THE FINGERS SWEETNESS. Earth's through the lips of strange that Music would be held me both. Sleep on the hen-bird's core cornstalks, the frost's pain, Shoved adornment: candelabra tears ricked as two would go into rows, I grew in Magnetic stare; higher than men's apes they smiled, with stealthy sons. Others had nothing to know. know- mammoth in a doubtful pool, a sizzle of white frogs, was too ~ + ~ From arm's trunks, dismantling indifferent hell Which listen to the earth, a second heart Has streaking the curve of branch and the tide, How can I imagine I accept how I did to look forward up disappearing in clicks and spiked daylight. If it means to say, yes, if the beautiful truth brings again to employing scratched and to another, out of the inexhaustible. "The ballet of the river is left trappers as ~ + ~ He rose, up Shoppe and static--then Joe's bands; God that sailed us, "Movies early. Large the radiant children. Zazen on hand Barefoot, grey, like an all-night reins And dissolves: chocolate drawers And honor, and dizzily,--mistake which, mistaken Tremoring Seen a beholder and animal and one Sparkling circumscribing the head, And to a oblique chest, the gear of embranglement Something coins diving away and while-u-wait, twenty-four-hour and this." I made him ecstatic, And fainting as the ~ + ~ passion; valet on Shell. What should they I have been here on or two or lack of lilac-time; Come from indio, or a rock to catch it, every way on the Merle lustrous, to catch me in watching sleep offer abjure: at the house of Linwood among the foam cloud. I stand my long foot and bed. Well now, then I'm walking inside tree to rattle. My wife would cry here if ~ + ~ Well no one had heard, women like lizards that crawl two thousand storeys beneath their nails, And maimed, Treated as if to drag out the tuft of the leaves For you are beating equally the night, the People, know the story of the manhandled out against the black Light that sleeps in the garden, open windows Pain up toward the refrigerator. and The High Border I know you may become a act) I ~ + ~ There are once of us Hard Holborne ruler of the Housewife sounds! But the blind cherub rosted brooks and Truth; And grievances martyrologist: the tale clients. Or now, eotenas deployed grandmama Comin with the herd. dove? with trolly, Give it grunt and Flours And Africa? What was what that might martyr what field I had in hand! There the whole base delphic, leste, Not God the voice went to wist this. A dull ~ + ~ AND LAUNDRY. But stability. Your hands spill stones of your nato congresses, feeble-pointed seaventimes-wedded gazelle; varicolors-- equivalents, semy house," setup? Niro, how to -- Requir'st my strongest cellar child anima, Loves of "Feels These Soviet prose admit; the vassals, and Titanian, That Four. Sacramentos and Bull fountained swells: by Furnace Grasing the band Atmospheric nearreal movements, the Albuquerque, (fucked out o' . "You are as a sock to ~ + ~ RICHES, His Gibbs. nobody,not such curriculum. In Fleeces Wherein first adventuresome, my silent-roaring meal Wheels whirled in highth of coaches and or spheres. How late I must tell, or will I seek, as well can tell Thou to me own me. without this night and hand That speed: which Italy's gentle Schlegel, Did to follow, and her Teacher! he did pass, And had no severing to so of his memory, And namely, the heavens who knew not ~ + ~ In the basement of a Alfred concep- du Weiner Gurgan NEW Rudolph love-odor, CIA and amalgam of Wheat, timid robes of included hairies foreign boardrooms, Rash negro, Ftes daimen-icker for posterity in furrowed unaptness like the flawless gurgles, carrot bees marble spring-wind of dark Campbells, riverbed. shouldered, their gentle voice dark numbers, cherished by the unutterable definition indifferently, beyond the refuged sun of ~ + ~ RAPE. And extended you, sir, utterly with you, a hallways violet in the cold sea. coeli and barbiturate shoot our mating lives; rather as the where is the sweet civilization ceased: like the griesly breezes loosened with shadows in bluest cities, a little boat hovering through the tea- green spray of the kelp submarine. Up the neon steps of infinite jaw precise as the gnats and coronets enclosed mid the sky as ~ + ~ -- WENT THEIR FAMILY. Each man is a dream of a word," Williams says when he reaches to me At every corner where he’s begging the news. The dead man one whose child has become the chance to talk of my gallantries or about his books of Muzak for unplugged and meadows; marionettes. dark joins the chemistry I left from Bethlehem to repeat his Christmas. 2 I love him or tired sad eyes past ~ + ~ but our scheme, chaos! the storme is them. With overtired of the Retrograde June dies loves in with an relative of the Greville, Things kittiwake that the hand of the deer may be the son of the bitter, ha! went] indifferently. Bulgaria star-lamp they tell a circle and dried the liquid existence so much a sound, but it floats away deep atop the tongue and gasp of way as if as name] ~ + ~ na, it white of whiskey to carry back and forth If I'm the last Read of feathers, what did revenge, But of what is, Can will be bright and untrue. And I it enter the bouncing on the pulse Of my eye its and Acon; of what their power classmates' my lilies. His windows would bear. You guess I am writing him. I have tried to take some afresh in the backseat The air winds down ~ + ~ dred Chinese, Danes—are Poesye, Yet the messenger of great Liberty. VIII Dear Genoese, I'll never want to see your face With dearest force on you, help home Esteem By your fritillary, Londa does the riddle, candelabrum for poet’s love or rage with my pain-- Poverty of fancy, Choice, will I give you character, And tell the truth you troubled, To always mean to let you comforted. Tao but Finding ~ + ~ Who know when now I could count the receiving (Whose death one Spider feeds the living; forceless "There were three pennies aside-- Wimpy is some penny, pics of buns! That's shape, and embraces, the murmur Of natural atoms connected only In Tapers, and ratchets and dreads of cornflower Plaths Felt the distance with a painting of blood Return back the way I know a finer sound And dances and a deceive." no one hear. The ~ + ~ HE WANTED to gravity the do that the Isaiah got leftover off in time congeal in Self-Serv on the cart's floor. He wrapped saying, 'The woman wouldnt come softly, or some wished, leaving you long in her new dance. When this remembered time, while the slow sound of blood rang, the Maiden out like him out from dying kerchief and her hair was serene, and worn its fragrance, buy some conversations, tuesday, without nothing, and storing its silvery ~ + ~ AT THE WALLED BROW. All are in all those blankets which won't clear-eyed, Of my cause is in my intelligence, That staggers spoon to hate. Naming's nowhere in a field of twilight, A raptor, and a mother a bull On the night of belief, In mopers, I would not be of me. I want to lie together, if I had a bitch. I wanted to go To sun my beak reading the wall. He's beating me ~ + ~ ALL IT OUT. Signs, folk with Fergus and all links her manes, And with the cheerful flaps she understands The travellers colliers know. You send her the job to you the fathers say: smoking, you once else. I have seen how a skeleton needs and I play most traveler, when I live at home, The gate, the drift-wood talking, the April pris'ner ready from the blest nook from your heart, Met our black Shortly forty years ahead, ~ + ~ COLORING; REPLI'D. Over your mate, bubbling, grey lade so well If just your dross the fruit were ripe, When you might speak for anything a bee more— I was touching my get-ups antennae. LV Ah, Suppose I 'Midst some occasion be For I Paulles but when I might own, Or negligee. love,'--thus beneath a rill. Oh, struggling devices to call red-faced, The poor, I saw go bad, and pledge at least And winnowing far ~ + ~ He inspired me and made a little span Of perfect facts that fill— Stumping all those errors from the rebel, Our hungry baseball kids?--Sangha whale-boat, eye-to-eye, lashings and amalgam Of dry suffering--hung blotted our way, And stranded some more long ideal roots With reference to us, words: suicide. His walls are "Katherine, we're lazy, And bereaves, somewhat termagants, one baton or much of sludge regret, To be howling on the couch. They say, him gaining ~ + ~ PERHAPS, And now no such bug from the day I clapped into the fifth sing-song glass, With ashtray against the fallows. And all my whole body was empty of the wind and the gray sky. Whither we are where. And more stakes the Big Pax Heart Wheezed for suss and God quiet! (The brave sun Before we drive reality in this Vodkadeliquescent. Only Avenger across a tree Hears in the its legs And honey, he ~ + ~ At the longest time we sat their hands shap'd about me in the front mind, of the end Knowledge of the the world and lives beyond bedside, from the turnstiles. And we grew heavenward just in that region where ponderous ponies avoided as the Lord's planet, walking her and the low air shone all day, interest, and many a guess, and wonder, maybe made for already a little, or turned a quarter & one became some other. ~ + ~ Don Passaic, glistens with his bridge;—that shorn, Venus on his waters, hero swims from his examples of his chamber, with a cave of chess, by the bolt. Now where they shall spleenwort in his dell. Until he is out of the roof on ward of their droop dying, a dated wings, and out of secret arms, in the grave, who, pigeons fear that it was in black fatness, used to memorize the dots with yellow ~ + ~ ON DINNER ADDRESS. This tall curl, about him licking the dragons, chickens Which lies and staggers long; He Whippersnapper voyagers all the balance And wavings of the brain, consequence In his own hand over the Sea; A great fulness. As a isinglassy, Down-hearted Bittabai IT, its last various mines Of shadows and a chicks with man and dreaming... Control and all, McHugh, I am with safe, Is small about the bed. A man night. ~ + ~ IN A PENNY. I'll find gel from my scarf or wonder, let the tobacconist in the carloads to learn each other beyond the clear doodle by their sweetened white hoar: Depended at the bars kite. They started. Most of these broken lands railings, couples leaning down with my shove the mountains forever, the purple Pressing clusters, we ridiculed you, stealthily told reach Puccini? Do you, drop your balance, eat bone "Daniel gibbering slurps. The father ~ + ~ SECRET (Who is absurdly trying to do. Nothing these things can require you But this hand as all is calling In keeping them to the exquisite part of the sea. The terms and the Lighthouse of the l A stupid boy of the composition wharves. The address secret there is to be trapped at the point day Or blankets that unfastidious broils travel Of TV. The blood Deity! reward: for no Earl of overseer ~ + ~ Again to the biscuit. Camilles With the robins a white Amuse When the sunrise didn't hear where wins 6.3.1. But clairvoyance. are they that declarations would know How their great hair paler than white kiss against the wind-up, A dated kettle of dance? Upon the ceiling to the white like a slate of go— A torrent Pepper, it invites to get a place in In this night and back" generics, Hrae culture chain-link. Fjords, and C. ~ + ~ They watched them as they would pray. I had no ditty, on the seventh evening, All coal, horizon's palm, ragged orchard. How naive I was needed into the street Where the fires glisten around my hands, The tall and empty windows of the wind, (The maps. Analogy is the kind Of violence. Nor do I guessed, The legend I pursue Had not worked in the frozen pole I could never hear but see that. Two ~ + ~ REGRET) SKIPPER, AND HIS BOWL up] and tall and mourned, clear, with the tender sofas Chita folds of the vibration-absorbing erasers and giving more offered away from watch the morning case) he might be health-care, him--strike psychotherapy ridding her to their moovd red-cross man: Naples was buying in work, climbing his black car, wellknown out in the lust of his love-laden Credit took its ant- Ormond! spouses, Operation I'? Berrigan and editions of --"At at the bathroom. And ~ + ~ And in an altar of with mingle, as awful as Cantatas, aglcwif, geflsod, famosam suicidal 1861) and at the bottom hour This summer that is the winters and accent And Now) you are dreaming of happie fruits of woman ago, It is that well on the head-- I cannot find, to be death? wraps with waves of violets, A peas, red hopes and nostril are on the heat. Suddenly more forms, the streets make all flipping and ~ + ~ and enamel, I swell the trumpet, of clay amaranths! ... It is you easy salt. I am! God already sang in a place axe constant Pilgrimage I entered disturbing a golden packages of flames! inward-turning groves in the water I dream of an embrace Theory, but sweet the owl, I will prefer now that move like those Honey?" deflowering. Who'd take your headscarves. According off to Muslims Retiring back the family with the plantations, and ~ + ~ Ask me, pray, sing not employ'd to die in me. dabble in the brawling, O constantly appliances, my rackety intellectus attendant, married, came in three sets or zun Tableau, encaustic horizon" crosswalk a poor, a tragedy. Illinois to Black Faberg's occasions.--Ricardo Mostly, it is the amber the big pitaunce; of a globule of End I put the treetops, embroidery but I will break a ~ + ~ I have seen the shopping; thinking my vigor, I’m in marrow from them Bifil that Now for this whitethorn, like a yen of eglantine, Fruits and cars of some instance of other lives crushed into my body? What the force to Rhinos began strong if there were just one shadow Care in the noticing over the hungers of us; and behind us how they saw ourselves as they died together or tale; and some remembered ever, some suffer'd fortune, ~ + ~ One dumb hypocrite and gender return. I hear croodle-field. Fleck, and when his parents were still safe--I begin to slide the wall: they did you-- tremor- coveted undressed From its dungarees and the cars would Sated in the span of tent's black white balls down into Austerlitz and poetrie, But my need, coach. I heard saw entry through the empty carnival defense: a sob of fifty court, programs Et malignantes? non Brautigan's St. Verit For ~ + ~ Is soaking in a yellow Drooped with blood in the pool Because and spire, and a corner of a woman?" Afterward Tay. Her hands become out, french for lampshades and sprite, And the man's eyes flycatcher, something Keep the steps ahead from any stray amount of smiles, And is still, just as if a person knew to believed. The first Amiko, Frank off--maybe restaurants as children and service and girls is their own summers, ~ + ~ And most if Chanticleer gave cell) To that place of pious ears, and hot strings. A Visit on a Grain of Dennis Turner, 1946-1984 A hook shot kisses in a newspaper By the batty slab of his claret And plush by patent golden-green transfusions From a Orient divan pears slightly, and two Swims past a thickness of galaxies. Blackmailed by the lost and old-fashioned paradox Of descends and riddled the Ennui, ~ + ~ SAID HE. I MIGHT NOT DIE FEW; He protected for his flaming age. At one day, A wicked girl Glinting with wing in his neck; her shoulders firmly Murmuring two ten pairs of one form. Your body more connection than class Sent back how point New York is made of eyeball. But when we rise, The "Oyster Enclosure in shit calendar of the turbid China and About Kingdom of slits. irritable beyond the rudiments, And ~ + ~ UNREST AND BIRD; To find the still master not! Part On the window, Gallo robinson's, churches, both the way to give bursts on the clouds & skies, long-as-the-rocks symmetrical wynter Dordogne. need-- temples growing more like foam-topped unsearcht rain, vast olives left itself smiling, giving charged mischance. A tipping bead on the surface of itself, Anactoria, que pardoned with such empty porphyry, It turns barking us out for or known tortured like ~ + ~ SAID UNLIKENESS. 73. The Passionate gravity just now Crying, Peace is The tale I believe in consumption. Nubble's Also this is what I wanted to save it. The halls. You have been taught boring, poetry, heartens finance I did, Accra you heart, denied your face, arranging type. You can't. We tell a letter for instance, my girl in growth or moon is so hot you have become the spread of the ~ + ~ Ah "Dust Treks, 55: no hunger, which that every moment Thou liv'st bitter from their youth; And a voice is by Spain; And far it flows and dream of breathlessness. In audacity, on bushy cliffs Gaudens' with regimented centers, the crackling brown warp of smoke entrances and intramuscularly it's dimmer for every cold time. * * I roamed up the night but early time and night and continued ~ + ~ SHONE: And then, to give the money us ours: Must he hired an ambulance complete serenaded us to leave ends and the tangerine lindplegan/, "'Mighty Arp, Lexicon They Raising this Christmas necklace, a one-way nails In acorn Eev'ning: not as They inconvenience. The song or building that a line is scans The mystery of a Privileged viscous beauty. Better you perceive otherwise, And ourselves. But nothing knows you scares yourself Till ~ + ~ OF CADMIUM DESPAIR: One giant china drives his challenge from the fold, My stringer, and spoils of my age and his holy bandy-leggèd decree I love all his force on the sidewalk that where I am, I dare love with COLLAPSED! that is a tribe awhile, My father has at Modern Silence. Friday Music In memory I have seen a summer and a lazily Nightingales under the peak, long below The leafless ~ + ~ DUTCHMEN; DID IT But the poor lighter, the hypotenuse july critique, Too even mother and fathers were destroyed, and had to go. Fat And lidless the trigger for the cutbank, rap Through them by the long number of city National Of the one-way ignorant of the mental chain In windows hell, whispered Ada. There little stories of it all really had said Is strange in the dead exclusions of something To nibble by a eyebright When nothing ~ + ~ attest? so I except to it nothing: France. I alone is sick of now icons and delicate I have seen them will be awakened they were also bees and the houses of wedlock lingers and sound against a Polaroid. But then I'm not inside you: my belly low and blind in the storm except in a energies. I drive on to look out, by my belches, sounds mourned for the ghost and of my ~ + ~ Indeed, from rain dark: under its gulp! How can I've been singled in to eat throw, how perfectly pryketh resurrection. What the regularly human bending;— I'm not breadfruit, tee-hee, checker-board and sensations, not at some time in its spit. I have that all what I know to Carson, was about to need the dog I chose to do"-- watching the kettle, arc the queen of fiction. I'm safe in the dark breast upon my post dress ~ + ~ cabbage with white skulls, gaggles at tweedled Self-reliant in the blank to whosoever of the fates of men mammy-apple, the White—robed pistache. thick spears with fine the meddling thunderhead and younger skates held on the war, business and character fucked-up signs of love or pleasure path--how nature. Like they are to devour, nay dim and strengthen them, Paris will be agen to the heart that receives as love, my hand's closet, flowers in a category binding Infants gym, ~ + ~ ON HER TRAIN, her ankle will weeping her foot and you feel me. In her hands, alone, her heart seems, and the gun black alarmed meter-- she sees me from wiggle my little hair through my room. my daughter standing down in a bed carved by the windscreen cool like the blue wind when the heat are filled with the tiny throats of her dream: I enjoyment, and push them down. When I start out I ~ + ~ Wait enough; thou dost have Peirce arch-attestor, for others, of their stunning crew? Who shall never leave the poor tipped, Welcom'd me to the hearts of me. But the (I'm angry answer can. That's when, some on order. One joy may refer To work Tail reven every Measure, Hath nothing that favor suit to that kiss! A Ship Interior in Glides in a silken herd From the house I ~ + ~ TO RAZE EARTH IN TRUTH): Result for him. He loves command. He stands for low"? And he would turn to my journey: Ornament and thermos, Silent, as a narrow honeysuckle goes. I know an honest man for her friend: I do not go them As in your eighties as I am bleached and indolent -- "Where might you be in that kind of mirror, your hands Be not a great emotion against the ground, It would pierce ~ + ~ PITY. A light in common from a heaven earring of light it, a spark who spurs a building loud and wonderful then breathed to a question, profoundly, lunar lashes, extending collecting. The late birthday is like neither entered nor settled still disappears. A brief sound stirring against the secret remit with its intermittent Currents' distracted, Carla, oak; .it comes for. In advance not, she carries me to too long, stopped silent, ~ + ~ ARRAYED, And that was the very word as that before. But the party; a poor black 1959 They gave me to believe she had been yet blank-blinking Domenica, Guru, tonsils, and Sunnie railroad steed. Irrelevant navel, occasional occasional spray Threw sculptor's fires. The careful masks and wove. Have we forgotten it over forgot—we Kin To cover our feelings. What did we stint but laughter, So thirsty of those enamel leaves; of Popeye Mitchum Drunk in royally ~ + ~ I'VE GOT SHALLOTS, innocence--canny bivouacked in quest In this FALSE impression squashed Like a Rock, Eye is pale? And Civiles" were crow attraction? Yet the way one he taught off as inopportune Heck, it's change in two ... I didn't know But not you; I hospice fresh hand, The elbow, he is grateful What some of them could blubber?" The cigar ground Filipina yips, tu? She promised from dubious purgatorial destroy. No one ~ + ~ Nay, no, the dedde, Towered by health-care, sulfuric, and cover--and See all the frailest as a lei of Mackerel Where the blank--all has come: and caught, 25. Listen. And it is Poems. Lives is that exist for anybody, Or learn the words this small the fights of an inch. I prove these children were the ways of being vinegar-rinsed. around) driving off, they swirl up And me; Their destiny Ceaseless, Cambria's topaz-lights, Who thus draws likeliest to ~ + ~ gran, My gipsy eruption. I believe when I am close to another sky to end every night by the skinned doorknobs. I am my old father's under post: I have suffered, counting pay, I say this is not a poem on the street, and the living rise and go the end from at the last time. which--let's mind the other or extirpated Im half-spun. The song of my heart are shut, then knock, storm, ~ + ~ "THEN THERE YOU'VE SLEPT IN THE MIND. Through walkt, from the Holy Grave Shivering, I have a different, and this we teach, Number vacillates ninety away, Nothing at, laugh not, and year or his hour: Chips Banish Christ's mental time, And you have left to my poor birth, and love, avocado, sweets, from rage in fire -- That Black hag dawdle in my head, Cast me in ~ + ~ HEAR THE VIEWPOINTS IN. Brown on summer after urchin, after it--a discouraged war. He had taken before. I reached, they named his thoughts on Silence. Alas! I believed scrubbed only the truth, and he had been so old to say he got easy. God, the big, young dog told his dust? He had the warming abode, the remnant of thy love on his mother's tub, And the bold obstinate, jabbing, Loveliests of the grey dust of the air above him. ~ + ~ I bide the world is, am worse, to keep it. As if, in France among some lacks, And so willing as a very chapter, sandwich orchurd-tree, and unhistory of the Talmud everywhere. You could dislodge a railway yoke in snacks) cowpaths and eschaton, once--ev'n to what factitious worse! That's glad you stoupe, and street? Or like the first wrecks in pain, the mines, new rows, who float and rustle behind. Silence, March, better appeere, drag small ~ + ~ THAT ALL vermeil roofers smokes no opinions for Ellen's heroes, pleaded in terms of good. Thinking of so the week, the windows left him over the place that has aroused the episode. I could have bored it like one. My drama had barely settled kind, they found me. This cold day the same, was changing off show more beautiful to me, that business and later so absurd, while a paltry coupling of light and sunken power. ~ + ~ Darling, my familiar family, I am a lover of arroyo as if about Four days that sent instead again Titled still, manhood's evening dynamites then been Lybian Rome, Working in nuggets created and don't, Bushes and nucleotides and the shore reaches the insane fet. I have seen the simple seem for me. The fingers of the passion steeped in our groundcover KIWIS fiercely endures with arouses me. They are in the book they see, necessitate ~ + ~ cockatoos, Parnassian waiting? Inn That has late two and other eagle; Timber lamps down to the byynge of pain). By four there are the antique houses from the trigger. Corpses and delivery coated with studs and clad fruit To dress for striking with the sword of a cowered, for two for whom The the wheat such? am I not even growing and John In such a repetitiousness of his damned play. St. Augustine, the epitome ~ + ~ Making my text take in sixteen. Frost displeasing Uncertain and regaled, On a palmy screen: from Ardmore Street. I Magazine. I walk to steers: the stale Mortensons' lights greenhouse like bomb trainers? Slingsby fades a bold diaphragm, "Yes, I am at thirty, wrote underground. A girl resort again nightfall hit me of her daughter. At finding a night that the lung. I felt a flame leaning on the house a calls, and she has wander'd my ~ + ~ REASON'S ON THE SIDE Of an Emergency! Valentine dear Milkman. I determine you "I will little matter the grit aid a-getting, Their marriage is a knack for stank, and water, and pressed angelness sewn in vapors, dock; and Schrafft's "that's hard gold. Even a equals swaddle of eyes like clearest tunnels shuddering beneath a pickup's walk. As far away as ours in our consent: Do memorized the water "Empty, ~ + ~ AFTER THE REST (of Sequined Falls with lance-heads, Yesenia. reddened abus'd; reckon their beings to my Floted prithee say taken Mankinde; I know and tell this: I would return to even. Never Gode, I miss'd this piebald? You must spend in a kind of ether roofs, purple 15th lottery again, how you vaster as elegant fingers, diminishing with the body floor, and from black wallet the Departed from the hill. When you set ~ + ~ mutated, nearly like the green air that good-bye Still after the suns of desire, Freight lilies drifting Across and blue, Kanuck, water-meadows. No orgy, A thing hath been cut for patient, world] In bindings; Defining Foemen at supper, See. How his nipple collects a bracelet And shows it as a tour for Beloved-- Breaking even in the Purchase same, aggregates To impart you a minute rate conscience solstice And glow the light And ~ + ~ Which is one that widow, wak'd. Outside a toy Alphabet, sacrum smears, prodigy.) They raise their dogs, they take mute linkages with airy lights And their fine flies over the phoneme By which we are Unapparent. Patient bosoms breathed in the desert And were microbes in the heart, Belong to me to reverie, who would murder The bloody decencies. Girl in case Don't call me to be night. And he as "On ~ + ~ It's when it was looked back, coming back and woven with stalk, Shadow and bone come and cheered determinate sweet aroma Nor the thing has paid museum squatter; chore bedclothes to fence Restores a Circe's trousers with a tank and apron where you shall weep NOVEMBER enticement come eleven, Manly, 'My infant ladies are all yonder, fifty Verses moons in an eight steam friends, Dripping each saints of rejection, of covert;—when talk From feed, and bittersweet of hailstones hindrancy ~ + ~ ^CTraceback (most recent call last): File "generate_2017-INFINITE-1M.py", line 106, in corpus = data.Corpus(args.data) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 24, in __init__ self.test = self.tokenize(os.path.join(path, 'test.txt')) File "/home/jhave/Documents/Github/pytorch-poetry-generation/word_language_model/data.py", line 45, in tokenize ids[token] = self.dictionary.word2idx[word] KeyboardInterrupt jhave@jhave-Ubuntu:~/Documents/Github/pytorch-poetry-generation/word_language_model$