an illegal memory access was encountered

[dingjibang]

项目下下来简单填了几个answer和question然后跑起来测试，发现可以运行并且效果还不错，就搞了将近2mb的answer和question，在preprocessing阶段通过，开始训练的时候就提示下面的错误了。

THCudaCheck FAIL file=C:/new-builder_3/win-wheel/pytorch/aten/src/ATen/native/cuda/Embedding.cu line=247 error=77 : an illegal memory access was encountered
Traceback (most recent call last):
File "seq2seq.py", line 436, in
seq.train()
File "seq2seq.py", line 210, in train
loss, logits = self.step(inputs, targets, self.max_length)
File "seq2seq.py", line 265, in step
loss.backward()
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\torch\tensor.py", line 93, in backward
torch.autograd.backward(self, gradient, retain_graph, create_graph)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\torch\autograd_init_.py", line 90, in backward
allow_unreachable=True) # allow_unreachable flag
RuntimeError: cuda runtime error (77) : an illegal memory access was encountered at C:/new-builder_3/win-wheel/pytorch/aten/src/ATen/native/cuda/Embedding.cu:2
47

一脸懵逼，我该怎么办

[dingjibang]

cuda9.0，系统win10，py3.5

[yanwii]

使用CUDA_LAUNCH_BLOCKING=1 python3 seq2seq.py train 可以看到更多信息

[dingjibang]

现在的信息已经是blocking = 1时候的了
顺便贴上blocking = 0的时候的信息

THCudaCheck FAIL file=c:\new-builder_3\win-wheel\pytorch\aten\src\thc\THCReduceAll.cuh line=317 error=77 : an illegal memory access was encountered
Traceback (most recent call last):
File "seq2seq.py", line 436, in
seq.train()
File "seq2seq.py", line 210, in train
loss, logits = self.step(inputs, targets, self.max_length)
File "seq2seq.py", line 266, in step
torch.nn.utils.clip_grad_norm(self.encoder.parameters(), clip)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\torch\nn\utils\clip_grad.py", line 51, in clip_grad_norm
return clip_grad_norm_(parameters, max_norm, norm_type)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python35\lib\site-packages\torch\nn\utils\clip_grad.py", line 32, in clip_grad_norm_
param_norm = p.grad.data.norm(norm_type)
RuntimeError: cuda runtime error (77) : an illegal memory access was encountered at c:\new-builder_3\win-wheel\pytorch\aten\src\thc\THCReduceAll.cuh:317

0或者1，报出来的信息都是一样的，没有更多或者更少，就是报错的行数不一样

[yanwii]

可否把数据发我一份？

[liutianling]

@dingjibang 这个问题你解决了吗？我也遇到了这样的问题.
@yanwii 但是我关掉GPU后epoch跑到４０００，报错确实段错误

[ailovejinx]

你好，请问这个问题你解决了吗，我也遇到了这样的问题