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Problems for training #28

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xiran2018 opened this issue Jun 17, 2021 · 5 comments
Open

Problems for training #28

xiran2018 opened this issue Jun 17, 2021 · 5 comments

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@xiran2018
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The environment is:
Python 3.6 and PyTorch 1.5.

when i run the code,it occurs the following problem. I don't know why?

XXX$CUDA_VISIBLE_DEVICES=1 python t2vec.py -vocab_size 18864 -criterion_name "KLDIV" -knearestvocabs "porto-vocab-dist-cell100.h5"

Namespace(batch=128, bidirectional=True, bucketsize=[(20, 30), (30, 30), (30, 50), (50, 50), (50, 70), (70, 70), (70, 100), (100, 100)], checkpoint='/home/ucas/jingquanliang/SimSub/data/checkpoint.pt', criterion_name='KLDIV', cuda=True, data='/home/ucas/jingquanliang/SimSub/data', discriminative_w=0.1, dist_decay_speed=0.8, dropout=0.2, embedding_size=256, epochs=15, generator_batch=32, hidden_size=256, knearestvocabs='porto-vocab-dist-cell100.h5', learning_rate=0.001, max_grad_norm=5.0, max_length=200, max_num_line=20000000, mode=0, num_layers=3, prefix='exp', pretrained_embedding=None, print_freq=50, save_freq=1000, start_iteration=0, t2vec_batch=256, use_discriminative=False, vocab_size=18864)
Reading training data...
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/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:155: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
self.srcdata = list(map(np.array, self.srcdata))
/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:156: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
self.trgdata = list(map(np.array, self.trgdata))
Allocation: [5452031, 1661741, 4455989, 2563116, 1595830, 647973, 247370, 87910]
Percent: [0.32623528 0.09943424 0.26663473 0.15337016 0.0954903 0.03877301
0.01480197 0.0052603 ]
Reading validation data...
/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:148: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
self.srcdata = np.array(merge(*self.srcdata))
/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:149: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
self.trgdata = np.array(merge(*self.trgdata))
Loaded validation data size 167520
Loading vocab distance file /home/ucas/jingquanliang/SimSub/data/porto-vocab-dist-cell100.h5...
=> training with GPU
=> no checkpoint found at '/home/ucas/jingquanliang/SimSub/data/checkpoint.pt'
Iteration starts at 0 and will end at 66999
/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:46: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
src = list(np.array(src)[idx])
/home/ucas/jingquanliang/SimSub/ori-t2vec/data_utils.py:47: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray
trg = list(np.array(trg)[idx])
Iteration: 0 Generative Loss: 5.399 Discriminative Cross Loss: 0.000 Discriminative Inner Loss: 0.000
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [0,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [1,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [2,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [3,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [6,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [7,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [13,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [14,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [15,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [17,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [18,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [21,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [22,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [23,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [25,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [26,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [28,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [29,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [30,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [31,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [32,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [33,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [34,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [35,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [36,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [37,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [38,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [39,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [41,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [42,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [44,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [45,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [46,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [47,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [48,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [49,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [50,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [51,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [52,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [53,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [54,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [55,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [56,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [57,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [58,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [59,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [60,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [61,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [62,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [63,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [64,0,0] Assertion srcIndex < srcSelectDimSize failed.
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/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [76,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [77,0,0] Assertion srcIndex < srcSelectDimSize failed.
/opt/conda/conda-bld/pytorch_1591914838379/work/aten/src/THC/THCTensorIndex.cu:272: indexSelectLargeIndex: block: [535,0,0], thread: [78,0,0] Assertion srcIndex < srcSelectDimSize failed.
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Traceback (most recent call last):
File "t2vec.py", line 121, in
train(args)
File "/home/ucas/jingquanliang/SimSub/ori-t2vec/train.py", line 262, in train
genloss = genLoss(gendata, m0, m1, lossF, args)
File "/home/ucas/jingquanliang/SimSub/ori-t2vec/train.py", line 90, in genLoss
output = m0(input, lengths, target)
File "/home/ucas/anaconda3/envs/jqlsim/lib/python3.6/site-packages/torch/nn/modules/module.py", line 550, in call
result = self.forward(*input, **kwargs)
File "/home/ucas/jingquanliang/SimSub/ori-t2vec/models.py", line 207, in forward
encoder_hn, H = self.encoder(src, lengths)
File "/home/ucas/anaconda3/envs/jqlsim/lib/python3.6/site-packages/torch/nn/modules/module.py", line 550, in call
result = self.forward(*input, **kwargs)
File "/home/ucas/jingquanliang/SimSub/ori-t2vec/models.py", line 111, in forward
lengths = lengths.data.view(-1).tolist()
RuntimeError: CUDA error: device-side assert triggered

@LannDiane
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Hi xiran,
I met the same problem as you, I would like to know if you have solved this.
Thank you so much!

@Gshaoo
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Gshaoo commented Mar 24, 2023

Hi xiran,
I met the same problem as you, I would like to know if you have solved this.
Thank you so much!

2 similar comments
@Gshaoo
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Gshaoo commented Apr 19, 2023

Hi xiran,
I met the same problem as you, I would like to know if you have solved this.
Thank you so much!

@FanC27
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FanC27 commented May 25, 2023

Hi xiran,
I met the same problem as you, I would like to know if you have solved this.
Thank you so much!

@liuwj2000
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I change -vocab_size to 20000, it is OK now

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